# PyTorch > PyTorch documentation. ## Docs - [torch.accelerator](https://docs.pytorch.org/docs/stable/accelerator.md) - [Automatic Mixed Precision](https://docs.pytorch.org/docs/stable/accelerator/amp.md) - [Autoload Mechanism](https://docs.pytorch.org/docs/stable/accelerator/autoload.md) - [CI Integration](https://docs.pytorch.org/docs/stable/accelerator/ci.md) - [Device Management](https://docs.pytorch.org/docs/stable/accelerator/device.md) - [Distributed Training Integration](https://docs.pytorch.org/docs/stable/accelerator/distributed.md) - [Guard](https://docs.pytorch.org/docs/stable/accelerator/guard.md) - [Accelerator Hooks](https://docs.pytorch.org/docs/stable/accelerator/hooks.md) - [Accelerator Integration](https://docs.pytorch.org/docs/stable/accelerator/index.md) - [Operator Registration](https://docs.pytorch.org/docs/stable/accelerator/operators.md) - [Profiler Integration](https://docs.pytorch.org/docs/stable/accelerator/profiler.md) - [Automatic Mixed Precision package - torch.amp](https://docs.pytorch.org/docs/stable/amp.md) - [Automatic differentiation package - torch.autograd](https://docs.pytorch.org/docs/stable/autograd.md) - [torch.backends](https://docs.pytorch.org/docs/stable/backends.md) - [Benchmark Utils - torch.utils.benchmark](https://docs.pytorch.org/docs/stable/benchmark_utils.md) - [torch.utils.checkpoint](https://docs.pytorch.org/docs/stable/checkpoint.md) - [PyTorch Governance | Build + CI](https://docs.pytorch.org/docs/stable/community/build_ci_governance.md) - [PyTorch Contribution Guide](https://docs.pytorch.org/docs/stable/community/contribution_guide.md) - [PyTorch Design Philosophy](https://docs.pytorch.org/docs/stable/community/design.md) - [PyTorch Governance | Mechanics](https://docs.pytorch.org/docs/stable/community/governance.md) - [Community](https://docs.pytorch.org/docs/stable/community/index.md) - [PyTorch Governance | Maintainers](https://docs.pytorch.org/docs/stable/community/persons_of_interest.md) - [Complex Numbers](https://docs.pytorch.org/docs/stable/complex_numbers.md) - [torch.config](https://docs.pytorch.org/docs/stable/config_mod.md) - [torch.utils.cpp_extension](https://docs.pytorch.org/docs/stable/cpp_extension.md) - [C++](https://docs.pytorch.org/docs/stable/cpp_index.md) - [torch.cpu](https://docs.pytorch.org/docs/stable/cpu.md) - [torch.cuda](https://docs.pytorch.org/docs/stable/cuda.md) - [CUDA Stream Sanitizer](https://docs.pytorch.org/docs/stable/cuda._sanitizer.md) - [Aliases in torch.cuda](https://docs.pytorch.org/docs/stable/cuda.aliases.md) - [TunableOp](https://docs.pytorch.org/docs/stable/cuda.tunable.md) - [CUDA Environment Variables](https://docs.pytorch.org/docs/stable/cuda_environment_variables.md) - [](https://docs.pytorch.org/docs/stable/cudnn_persistent_rnn.md) - [](https://docs.pytorch.org/docs/stable/cudnn_rnn_determinism.md) - [torch.utils.data](https://docs.pytorch.org/docs/stable/data.md) - [DDP Communication Hooks](https://docs.pytorch.org/docs/stable/ddp_comm_hooks.md) - [Debugging Environment Variables](https://docs.pytorch.org/docs/stable/debugging_environment_variables.md) - [torch.utils.deterministic](https://docs.pytorch.org/docs/stable/deterministic.md) - [Distributed communication package - torch.distributed](https://docs.pytorch.org/docs/stable/distributed.md) - [Experimental Object Oriented Distributed API](https://docs.pytorch.org/docs/stable/distributed._dist2.md) - [Generic Join Context Manager](https://docs.pytorch.org/docs/stable/distributed.algorithms.join.md) - [Distributed Checkpoint - torch.distributed.checkpoint](https://docs.pytorch.org/docs/stable/distributed.checkpoint.md) - [Torch Distributed Elastic](https://docs.pytorch.org/docs/stable/distributed.elastic.md) - [torch.distributed.fsdp.fully_shard](https://docs.pytorch.org/docs/stable/distributed.fsdp.fully_shard.md) - [Distributed Optimizers](https://docs.pytorch.org/docs/stable/distributed.optim.md) - [Pipeline Parallelism](https://docs.pytorch.org/docs/stable/distributed.pipelining.md) - [torch.distributed.tensor](https://docs.pytorch.org/docs/stable/distributed.tensor.md) - [Tensor Parallelism - torch.distributed.tensor.parallel](https://docs.pytorch.org/docs/stable/distributed.tensor.parallel.md) - [Probability distributions - torch.distributions](https://docs.pytorch.org/docs/stable/distributions.md) - [torch.utils.dlpack](https://docs.pytorch.org/docs/stable/dlpack.md) - [Elastic Agent](https://docs.pytorch.org/docs/stable/elastic/agent.md) - [Control Plane](https://docs.pytorch.org/docs/stable/elastic/control_plane.md) - [Customization](https://docs.pytorch.org/docs/stable/elastic/customization.md) - [Error Propagation](https://docs.pytorch.org/docs/stable/elastic/errors.md) - [Events](https://docs.pytorch.org/docs/stable/elastic/events.md) - [Examples](https://docs.pytorch.org/docs/stable/elastic/examples.md) - [torch.distributed.run.config_from_args](https://docs.pytorch.org/docs/stable/elastic/generated/torch.distributed.run.config_from_args.md) - [torch.distributed.run.determine_local_world_size](https://docs.pytorch.org/docs/stable/elastic/generated/torch.distributed.run.determine_local_world_size.md) - [torch.distributed.run.main](https://docs.pytorch.org/docs/stable/elastic/generated/torch.distributed.run.main.md) - [torch.distributed.run.parse_args](https://docs.pytorch.org/docs/stable/elastic/generated/torch.distributed.run.parse_args.md) - [torch.distributed.run.parse_min_max_nnodes](https://docs.pytorch.org/docs/stable/elastic/generated/torch.distributed.run.parse_min_max_nnodes.md) - [torch.distributed.run.run](https://docs.pytorch.org/docs/stable/elastic/generated/torch.distributed.run.run.md) - [torch.distributed.run.run_script_path](https://docs.pytorch.org/docs/stable/elastic/generated/torch.distributed.run.run_script_path.md) - [TorchElastic Kubernetes](https://docs.pytorch.org/docs/stable/elastic/kubernetes.md) - [Metrics](https://docs.pytorch.org/docs/stable/elastic/metrics.md) - [Multiprocessing](https://docs.pytorch.org/docs/stable/elastic/multiprocessing.md) - [NUMA Binding](https://docs.pytorch.org/docs/stable/elastic/numa.md) - [Quickstart](https://docs.pytorch.org/docs/stable/elastic/quickstart.md) - [Rendezvous](https://docs.pytorch.org/docs/stable/elastic/rendezvous.md) - [torchrun (Elastic Launch)](https://docs.pytorch.org/docs/stable/elastic/run.md) - [Subprocess Handling](https://docs.pytorch.org/docs/stable/elastic/subprocess_handler.md) - [Expiration Timers](https://docs.pytorch.org/docs/stable/elastic/timer.md) - [Train script](https://docs.pytorch.org/docs/stable/elastic/train_script.md) - [torch.fft](https://docs.pytorch.org/docs/stable/fft.md) - [FullyShardedDataParallel](https://docs.pytorch.org/docs/stable/fsdp.md) - [torch.func](https://docs.pytorch.org/docs/stable/func.md) - [torch.func API Reference](https://docs.pytorch.org/docs/stable/func.api.md) - [Patching Batch Norm](https://docs.pytorch.org/docs/stable/func.batch_norm.md) - [Migrating from functorch to torch.func](https://docs.pytorch.org/docs/stable/func.migrating.md) - [UX Limitations](https://docs.pytorch.org/docs/stable/func.ux_limitations.md) - [torch.func Whirlwind Tour](https://docs.pytorch.org/docs/stable/func.whirlwind_tour.md) - [torch.__future__](https://docs.pytorch.org/docs/stable/future_mod.md) - [torch.futures](https://docs.pytorch.org/docs/stable/futures.md) - [torch.fx](https://docs.pytorch.org/docs/stable/fx.md) - [torch.fx.experimental](https://docs.pytorch.org/docs/stable/fx.experimental.md) - [ExportDB](https://docs.pytorch.org/docs/stable/generated/exportdb/index.md) - [python.assert](https://docs.pytorch.org/docs/stable/generated/exportdb/python.assert.md) - [python.builtin](https://docs.pytorch.org/docs/stable/generated/exportdb/python.builtin.md) - [python.closure](https://docs.pytorch.org/docs/stable/generated/exportdb/python.closure.md) - [python.context-manager](https://docs.pytorch.org/docs/stable/generated/exportdb/python.context-manager.md) - [python.control-flow](https://docs.pytorch.org/docs/stable/generated/exportdb/python.control-flow.md) - [python.data-structure](https://docs.pytorch.org/docs/stable/generated/exportdb/python.data-structure.md) - [python.object-model](https://docs.pytorch.org/docs/stable/generated/exportdb/python.object-model.md) - [torch.cond](https://docs.pytorch.org/docs/stable/generated/exportdb/torch.cond.md) - [torch.dynamic-shape](https://docs.pytorch.org/docs/stable/generated/exportdb/torch.dynamic-shape.md) - [torch.dynamic-value](https://docs.pytorch.org/docs/stable/generated/exportdb/torch.dynamic-value.md) - [torch.escape-hatch](https://docs.pytorch.org/docs/stable/generated/exportdb/torch.escape-hatch.md) - [torch.map](https://docs.pytorch.org/docs/stable/generated/exportdb/torch.map.md) - [torch.mutation](https://docs.pytorch.org/docs/stable/generated/exportdb/torch.mutation.md) - [torch.operator](https://docs.pytorch.org/docs/stable/generated/exportdb/torch.operator.md) - [Event](https://docs.pytorch.org/docs/stable/generated/torch.Event.md) - [Generator](https://docs.pytorch.org/docs/stable/generated/torch.Generator.md) - [Stream](https://docs.pytorch.org/docs/stable/generated/torch.Stream.md) - [torch.Tensor.abs](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.abs.md) - [torch.Tensor.abs_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.abs_.md) - [torch.Tensor.absolute](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.absolute.md) - [torch.Tensor.absolute_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.absolute_.md) - [torch.Tensor.acos](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.acos.md) - [torch.Tensor.acos_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.acos_.md) - [torch.Tensor.acosh](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.acosh.md) - [torch.Tensor.acosh_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.acosh_.md) - [torch.Tensor.add](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.add.md) - [torch.Tensor.add_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.add_.md) - [torch.Tensor.addbmm](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.addbmm.md) - [torch.Tensor.addbmm_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.md) - [torch.Tensor.addcdiv](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.md) - 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[torch.Tensor.arcsin](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arcsin.md) - [torch.Tensor.arcsin_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arcsin_.md) - [torch.Tensor.arcsinh](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arcsinh.md) - [torch.Tensor.arcsinh_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arcsinh_.md) - [torch.Tensor.arctan](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arctan.md) - [torch.Tensor.arctan2](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arctan2.md) - [torch.Tensor.arctan2_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arctan2_.md) - [torch.Tensor.arctan_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arctan_.md) - [torch.Tensor.arctanh](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arctanh.md) - [torch.Tensor.arctanh_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.arctanh_.md) - [torch.Tensor.argmax](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.argmax.md) - 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[torch.Tensor.cfloat](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cfloat.md) - [torch.Tensor.chalf](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.chalf.md) - [torch.Tensor.char](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.char.md) - [torch.Tensor.cholesky](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cholesky.md) - [torch.Tensor.cholesky_inverse](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cholesky_inverse.md) - [torch.Tensor.cholesky_solve](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.md) - [torch.Tensor.chunk](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.chunk.md) - [torch.Tensor.clamp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.clamp.md) - [torch.Tensor.clamp_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.clamp_.md) - [torch.Tensor.clip](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.clip.md) - [torch.Tensor.clip_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.clip_.md) - [torch.Tensor.clone](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.clone.md) - [torch.Tensor.coalesce](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.coalesce.md) - [torch.Tensor.col_indices](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.col_indices.md) - [torch.Tensor.conj](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.conj.md) - [torch.Tensor.conj_physical](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.md) - [torch.Tensor.conj_physical_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.conj_physical_.md) - [torch.Tensor.const_data_ptr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.const_data_ptr.md) - [torch.Tensor.contiguous](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.contiguous.md) - [torch.Tensor.copy_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.copy_.md) - [torch.Tensor.copysign](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.copysign.md) - [torch.Tensor.copysign_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.copysign_.md) - [torch.Tensor.corrcoef](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.corrcoef.md) - [torch.Tensor.cos](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cos.md) - [torch.Tensor.cos_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cos_.md) - [torch.Tensor.cosh](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cosh.md) - [torch.Tensor.cosh_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cosh_.md) - [torch.Tensor.count_nonzero](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.md) - [torch.Tensor.cov](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cov.md) - [torch.Tensor.cpu](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cpu.md) - [torch.Tensor.cross](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cross.md) - [torch.Tensor.crow_indices](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.md) - [torch.Tensor.cuda](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cuda.md) - [torch.Tensor.cummax](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cummax.md) - [torch.Tensor.cummin](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cummin.md) - [torch.Tensor.cumprod](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cumprod.md) - [torch.Tensor.cumprod_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cumprod_.md) - [torch.Tensor.cumsum](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cumsum.md) - [torch.Tensor.cumsum_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.md) - [torch.Tensor.data_ptr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.data_ptr.md) - [torch.Tensor.deg2rad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.deg2rad.md) - [torch.Tensor.dense_dim](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.dense_dim.md) - [torch.Tensor.dequantize](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.dequantize.md) - [torch.Tensor.det](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.det.md) - [torch.Tensor.detach](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.detach.md) - [torch.Tensor.detach_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.detach_.md) - [torch.Tensor.device](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.device.md) - [torch.Tensor.diag](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.diag.md) - [torch.Tensor.diag_embed](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.diag_embed.md) - [torch.Tensor.diagflat](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.diagflat.md) - [torch.Tensor.diagonal](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.diagonal.md) - [torch.Tensor.diagonal_scatter](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.md) - [torch.Tensor.diff](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.diff.md) - [torch.Tensor.digamma](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.digamma.md) - [torch.Tensor.digamma_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.digamma_.md) - [torch.Tensor.dim](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.dim.md) - [torch.Tensor.dim_order](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.dim_order.md) - [torch.Tensor.dist](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.dist.md) - [torch.Tensor.div](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.div.md) - [torch.Tensor.div_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.div_.md) - [torch.Tensor.divide](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.divide.md) - [torch.Tensor.divide_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.divide_.md) - [torch.Tensor.dot](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.dot.md) - [torch.Tensor.double](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.double.md) - [torch.Tensor.dsplit](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.dsplit.md) - [torch.Tensor.element_size](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.element_size.md) - [torch.Tensor.eq](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.eq.md) - [torch.Tensor.eq_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.eq_.md) - [torch.Tensor.equal](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.equal.md) - [torch.Tensor.erf](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.erf.md) - [torch.Tensor.erf_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.erf_.md) - [torch.Tensor.erfc](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.erfc.md) - [torch.Tensor.erfc_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.erfc_.md) - [torch.Tensor.erfinv](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.erfinv.md) - [torch.Tensor.erfinv_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.erfinv_.md) - [torch.Tensor.exp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.exp.md) - [torch.Tensor.exp_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.exp_.md) - [torch.Tensor.expand](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.expand.md) - [torch.Tensor.expand_as](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.expand_as.md) - [torch.Tensor.expm1](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.expm1.md) - [torch.Tensor.expm1_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.expm1_.md) - [torch.Tensor.exponential_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.exponential_.md) - [torch.Tensor.fill_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fill_.md) - [torch.Tensor.fill_diagonal_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.md) - [torch.Tensor.fix](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fix.md) - [torch.Tensor.fix_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fix_.md) - [torch.Tensor.flatten](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.flatten.md) - [torch.Tensor.flip](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.flip.md) - [torch.Tensor.fliplr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fliplr.md) - [torch.Tensor.flipud](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.flipud.md) - [torch.Tensor.float](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.float.md) - [torch.Tensor.float_power](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.float_power.md) - [torch.Tensor.float_power_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.float_power_.md) - [torch.Tensor.floor](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.floor.md) - [torch.Tensor.floor_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.floor_.md) - [torch.Tensor.floor_divide](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.md) - [torch.Tensor.floor_divide_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.md) - [torch.Tensor.fmax](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fmax.md) - [torch.Tensor.fmin](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fmin.md) - [torch.Tensor.fmod](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fmod.md) - [torch.Tensor.fmod_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.fmod_.md) - [torch.Tensor.frac](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.frac.md) - [torch.Tensor.frac_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.frac_.md) - [torch.Tensor.frexp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.frexp.md) - [torch.Tensor.gather](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.gather.md) - [torch.Tensor.gcd](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.gcd.md) - [torch.Tensor.gcd_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.gcd_.md) - [torch.Tensor.ge](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ge.md) - [torch.Tensor.ge_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ge_.md) - [torch.Tensor.geometric_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.geometric_.md) - [torch.Tensor.geqrf](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.geqrf.md) - [torch.Tensor.ger](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ger.md) - [torch.Tensor.get_device](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.get_device.md) - [torch.Tensor.grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.grad.md) - [torch.Tensor.greater](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.greater.md) - [torch.Tensor.greater_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.greater_.md) - [torch.Tensor.greater_equal](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.greater_equal.md) - [torch.Tensor.greater_equal_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.greater_equal_.md) - [torch.Tensor.gt](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.gt.md) - [torch.Tensor.gt_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.gt_.md) - [torch.Tensor.half](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.half.md) - [torch.Tensor.hardshrink](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.md) - [torch.Tensor.heaviside](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.heaviside.md) - [torch.Tensor.histc](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.histc.md) - [torch.Tensor.histogram](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.histogram.md) - [torch.Tensor.hsplit](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.hsplit.md) - [torch.Tensor.hypot](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.hypot.md) - [torch.Tensor.hypot_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.hypot_.md) - [torch.Tensor.i0](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.i0.md) - [torch.Tensor.i0_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.i0_.md) - [torch.Tensor.igamma](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.igamma.md) - [torch.Tensor.igamma_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.igamma_.md) - [torch.Tensor.igammac](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.igammac.md) - [torch.Tensor.igammac_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.igammac_.md) - [torch.Tensor.imag](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.imag.md) - [torch.Tensor.index_add](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_add.md) - [torch.Tensor.index_add_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_add_.md) - [torch.Tensor.index_copy](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_copy.md) - [torch.Tensor.index_copy_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.md) - [torch.Tensor.index_fill](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_fill.md) - [torch.Tensor.index_fill_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.md) - [torch.Tensor.index_put](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_put.md) - [torch.Tensor.index_put_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_put_.md) - [torch.Tensor.index_reduce](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_reduce.md) - [torch.Tensor.index_reduce_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_reduce_.md) - [torch.Tensor.index_select](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.index_select.md) - [torch.Tensor.indices](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.indices.md) - [torch.Tensor.inner](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.inner.md) - [torch.Tensor.int](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.int.md) - [torch.Tensor.int_repr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.int_repr.md) - [torch.Tensor.inverse](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.inverse.md) - [torch.Tensor.is_coalesced](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_coalesced.md) - [torch.Tensor.is_complex](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_complex.md) - [torch.Tensor.is_conj](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_conj.md) - [torch.Tensor.is_contiguous](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_contiguous.md) - [torch.Tensor.is_cuda](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_cuda.md) - [torch.Tensor.is_floating_point](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_floating_point.md) - [torch.Tensor.is_inference](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_inference.md) - [torch.Tensor.is_leaf](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_leaf.md) - [torch.Tensor.is_meta](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_meta.md) - [torch.Tensor.is_pinned](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_pinned.md) - [torch.Tensor.is_quantized](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_quantized.md) - [torch.Tensor.is_set_to](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_set_to.md) - [torch.Tensor.is_shared](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_shared.md) - [torch.Tensor.is_signed](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_signed.md) - [torch.Tensor.is_sparse](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.md) - [torch.Tensor.is_sparse_csr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.md) - [torch.Tensor.isclose](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.isclose.md) - [torch.Tensor.isfinite](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.isfinite.md) - [torch.Tensor.isinf](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.isinf.md) - [torch.Tensor.isnan](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.isnan.md) - [torch.Tensor.isneginf](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.isneginf.md) - [torch.Tensor.isposinf](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.isposinf.md) - [torch.Tensor.isreal](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.isreal.md) - [torch.Tensor.istft](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.istft.md) - [torch.Tensor.item](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.item.md) - [torch.Tensor.itemsize](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.itemsize.md) - [torch.Tensor.kthvalue](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.md) - [torch.Tensor.lcm](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lcm.md) - [torch.Tensor.lcm_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lcm_.md) - [torch.Tensor.ldexp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ldexp.md) - [torch.Tensor.ldexp_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.md) - [torch.Tensor.le](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.le.md) - [torch.Tensor.le_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.le_.md) - [torch.Tensor.lerp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lerp.md) - [torch.Tensor.lerp_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lerp_.md) - [torch.Tensor.less](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.less.md) - [torch.Tensor.less_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.less_.md) - [torch.Tensor.less_equal](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.less_equal.md) - [torch.Tensor.less_equal_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.less_equal_.md) - [torch.Tensor.lgamma](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lgamma.md) - [torch.Tensor.lgamma_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lgamma_.md) - [torch.Tensor.log](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log.md) - [torch.Tensor.log10](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log10.md) - [torch.Tensor.log10_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log10_.md) - [torch.Tensor.log1p](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log1p.md) - [torch.Tensor.log1p_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log1p_.md) - [torch.Tensor.log2](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log2.md) - [torch.Tensor.log2_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log2_.md) - [torch.Tensor.log_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log_.md) - [torch.Tensor.log_normal_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.md) - [torch.Tensor.logaddexp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.md) - [torch.Tensor.logaddexp2](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.md) - [torch.Tensor.logcumsumexp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.md) - [torch.Tensor.logdet](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logdet.md) - [torch.Tensor.logical_and](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_and.md) - [torch.Tensor.logical_and_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.md) - [torch.Tensor.logical_not](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_not.md) - [torch.Tensor.logical_not_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_not_.md) - [torch.Tensor.logical_or](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_or.md) - [torch.Tensor.logical_or_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.md) - [torch.Tensor.logical_xor](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_xor.md) - [torch.Tensor.logical_xor_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.md) - [torch.Tensor.logit](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logit.md) - [torch.Tensor.logit_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logit_.md) - [torch.Tensor.logsumexp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.logsumexp.md) - [torch.Tensor.long](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.long.md) - [torch.Tensor.lt](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lt.md) - [torch.Tensor.lt_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lt_.md) - [torch.Tensor.lu](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lu.md) - [torch.Tensor.lu_solve](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.md) - [torch.Tensor.map_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.map_.md) - [torch.Tensor.masked_fill](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.md) - [torch.Tensor.masked_fill_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.masked_fill_.md) - [torch.Tensor.masked_scatter](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter.md) - [torch.Tensor.masked_scatter_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter_.md) - [torch.Tensor.masked_select](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.masked_select.md) - [torch.Tensor.matmul](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.matmul.md) - [torch.Tensor.matrix_exp](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.md) - [torch.Tensor.matrix_power](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.matrix_power.md) - [torch.Tensor.max](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.max.md) - [torch.Tensor.maximum](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.maximum.md) - [torch.Tensor.mean](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mean.md) - [torch.Tensor.median](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.median.md) - [torch.Tensor.min](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.min.md) - [torch.Tensor.minimum](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.minimum.md) - [torch.Tensor.mm](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mm.md) - [torch.Tensor.mode](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mode.md) - [torch.Tensor.module_load](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.module_load.md) - [torch.Tensor.moveaxis](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.moveaxis.md) - [torch.Tensor.movedim](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.movedim.md) - [torch.Tensor.msort](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.msort.md) - [torch.Tensor.mul](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mul.md) - [torch.Tensor.mul_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mul_.md) - [torch.Tensor.multinomial](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.multinomial.md) - [torch.Tensor.multiply](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.multiply.md) - [torch.Tensor.multiply_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.multiply_.md) - [torch.Tensor.mv](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mv.md) - [torch.Tensor.mvlgamma](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.md) - [torch.Tensor.mvlgamma_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.md) - [torch.Tensor.nan_to_num](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num.md) - [torch.Tensor.nan_to_num_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num_.md) - [torch.Tensor.nanmean](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nanmean.md) - [torch.Tensor.nanmedian](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.md) - [torch.Tensor.nanquantile](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nanquantile.md) - [torch.Tensor.nansum](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nansum.md) - [torch.Tensor.narrow](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.narrow.md) - [torch.Tensor.narrow_copy](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.md) - [torch.Tensor.nbytes](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nbytes.md) - [torch.Tensor.ndim](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ndim.md) - [torch.Tensor.ndimension](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ndimension.md) - [torch.Tensor.ne](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ne.md) - [torch.Tensor.ne_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ne_.md) - [torch.Tensor.neg](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.neg.md) - [torch.Tensor.neg_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.neg_.md) - [torch.Tensor.negative](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.negative.md) - [torch.Tensor.negative_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.negative_.md) - [torch.Tensor.nelement](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nelement.md) - [torch.Tensor.new_empty](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.new_empty.md) - [torch.Tensor.new_full](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.new_full.md) - [torch.Tensor.new_ones](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.new_ones.md) - [torch.Tensor.new_tensor](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.md) - [torch.Tensor.new_zeros](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.new_zeros.md) - [torch.Tensor.nextafter](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nextafter.md) - [torch.Tensor.nextafter_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nextafter_.md) - [torch.Tensor.nonzero](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nonzero.md) - [torch.Tensor.nonzero_static](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.nonzero_static.md) - [torch.Tensor.norm](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.norm.md) - [torch.Tensor.normal_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.normal_.md) - [torch.Tensor.not_equal](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.not_equal.md) - [torch.Tensor.not_equal_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.not_equal_.md) - [torch.Tensor.numel](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.numel.md) - [torch.Tensor.numpy](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.numpy.md) - [torch.Tensor.orgqr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.orgqr.md) - [torch.Tensor.ormqr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ormqr.md) - [torch.Tensor.outer](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.outer.md) - [torch.Tensor.permute](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.permute.md) - [torch.Tensor.pin_memory](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.pin_memory.md) - [torch.Tensor.pinverse](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.pinverse.md) - [torch.Tensor.polygamma](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.polygamma.md) - [torch.Tensor.polygamma_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.polygamma_.md) - [torch.Tensor.positive](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.positive.md) - [torch.Tensor.pow](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.pow.md) - [torch.Tensor.pow_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.pow_.md) - [torch.Tensor.prod](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.prod.md) - [torch.Tensor.put_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.put_.md) - [torch.Tensor.q_per_channel_axis](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.q_per_channel_axis.md) - [torch.Tensor.q_per_channel_scales](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.q_per_channel_scales.md) - [torch.Tensor.q_per_channel_zero_points](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.q_per_channel_zero_points.md) - [torch.Tensor.q_scale](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.q_scale.md) - [torch.Tensor.q_zero_point](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.q_zero_point.md) - [torch.Tensor.qr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.qr.md) - [torch.Tensor.qscheme](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.qscheme.md) - [torch.Tensor.quantile](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.quantile.md) - [torch.Tensor.rad2deg](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.rad2deg.md) - [torch.Tensor.random_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.random_.md) - [torch.Tensor.ravel](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.ravel.md) - [torch.Tensor.real](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.real.md) - [torch.Tensor.reciprocal](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.reciprocal.md) - [torch.Tensor.reciprocal_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.reciprocal_.md) - [torch.Tensor.record_stream](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.record_stream.md) - [torch.Tensor.register_hook](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.register_hook.md) - [torch.Tensor.register_post_accumulate_grad_hook](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.register_post_accumulate_grad_hook.md) - [torch.Tensor.remainder](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.remainder.md) - [torch.Tensor.remainder_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.remainder_.md) - [torch.Tensor.renorm](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.renorm.md) - [torch.Tensor.renorm_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.renorm_.md) - [torch.Tensor.repeat](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.repeat.md) - [torch.Tensor.repeat_interleave](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.repeat_interleave.md) - [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.md) - [torch.Tensor.requires_grad_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.md) - [torch.Tensor.reshape](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.reshape.md) - [torch.Tensor.reshape_as](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.md) - [torch.Tensor.resize_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.resize_.md) - [torch.Tensor.resize_as_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.md) - [torch.Tensor.resolve_conj](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.resolve_conj.md) - [torch.Tensor.resolve_neg](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.resolve_neg.md) - [torch.Tensor.retain_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.md) - [torch.Tensor.retains_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.retains_grad.md) - [torch.Tensor.roll](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.roll.md) - [torch.Tensor.rot90](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.rot90.md) - [torch.Tensor.round](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.round.md) - [torch.Tensor.round_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.round_.md) - [torch.Tensor.row_indices](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.row_indices.md) - [torch.Tensor.rsqrt](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.rsqrt.md) - [torch.Tensor.rsqrt_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.rsqrt_.md) - [torch.Tensor.scatter](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.scatter.md) - [torch.Tensor.scatter_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.scatter_.md) - [torch.Tensor.scatter_add](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.scatter_add.md) - [torch.Tensor.scatter_add_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.scatter_add_.md) - [torch.Tensor.scatter_reduce](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.scatter_reduce.md) - [torch.Tensor.scatter_reduce_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.scatter_reduce_.md) - [torch.Tensor.select](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.select.md) - [torch.Tensor.select_scatter](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.md) - [torch.Tensor.set_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.set_.md) - [torch.Tensor.sgn](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sgn.md) - [torch.Tensor.sgn_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sgn_.md) - [torch.Tensor.shape](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.shape.md) - [torch.Tensor.share_memory_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.share_memory_.md) - [torch.Tensor.short](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.short.md) - [torch.Tensor.sigmoid](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sigmoid.md) - [torch.Tensor.sigmoid_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sigmoid_.md) - [torch.Tensor.sign](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sign.md) - [torch.Tensor.sign_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sign_.md) - [torch.Tensor.signbit](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.signbit.md) - [torch.Tensor.sin](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sin.md) - [torch.Tensor.sin_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sin_.md) - [torch.Tensor.sinc](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sinc.md) - [torch.Tensor.sinc_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sinc_.md) - [torch.Tensor.sinh](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sinh.md) - [torch.Tensor.sinh_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sinh_.md) - [torch.Tensor.size](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.size.md) - [torch.Tensor.slice_scatter](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.md) - [torch.Tensor.slogdet](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.slogdet.md) - [torch.Tensor.smm](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.smm.md) - [torch.Tensor.softmax](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.softmax.md) - [torch.Tensor.sort](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sort.md) - [torch.Tensor.sparse_dim](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sparse_dim.md) - [torch.Tensor.sparse_mask](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.md) - [torch.Tensor.sparse_resize_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sparse_resize_.md) - [torch.Tensor.sparse_resize_and_clear_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sparse_resize_and_clear_.md) - [torch.Tensor.split](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.split.md) - [torch.Tensor.sqrt](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sqrt.md) - [torch.Tensor.sqrt_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sqrt_.md) - [torch.Tensor.square](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.square.md) - [torch.Tensor.square_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.square_.md) - [torch.Tensor.squeeze](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.squeeze.md) - [torch.Tensor.squeeze_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.md) - [torch.Tensor.sspaddmm](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sspaddmm.md) - [torch.Tensor.std](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.std.md) - [torch.Tensor.stft](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.stft.md) - [torch.Tensor.storage](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.storage.md) - [torch.Tensor.storage_offset](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.storage_offset.md) - [torch.Tensor.storage_type](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.storage_type.md) - [torch.Tensor.stride](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.stride.md) - [torch.Tensor.sub](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sub.md) - [torch.Tensor.sub_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sub_.md) - [torch.Tensor.subtract](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.subtract.md) - [torch.Tensor.subtract_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.subtract_.md) - [torch.Tensor.sum](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sum.md) - [torch.Tensor.sum_to_size](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.sum_to_size.md) - [torch.Tensor.svd](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.svd.md) - [torch.Tensor.swapaxes](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.swapaxes.md) - [torch.Tensor.swapdims](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.swapdims.md) - [torch.Tensor.t](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.t.md) - [torch.Tensor.t_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.t_.md) - [torch.Tensor.take](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.take.md) - [torch.Tensor.take_along_dim](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.take_along_dim.md) - [torch.Tensor.tan](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tan.md) - [torch.Tensor.tan_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tan_.md) - [torch.Tensor.tanh](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tanh.md) - [torch.Tensor.tanh_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tanh_.md) - [torch.Tensor.tensor_split](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.md) - [torch.Tensor.tile](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tile.md) - [torch.Tensor.to](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to.md) - [torch.Tensor.to_dense](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_dense.md) - [torch.Tensor.to_mkldnn](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_mkldnn.md) - [torch.Tensor.to_sparse](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.md) - [torch.Tensor.to_sparse_bsc](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_bsc.md) - [torch.Tensor.to_sparse_bsr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_bsr.md) - [torch.Tensor.to_sparse_coo](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.md) - [torch.Tensor.to_sparse_csc](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csc.md) - [torch.Tensor.to_sparse_csr](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.md) - [torch.Tensor.tolist](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tolist.md) - [torch.Tensor.topk](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.topk.md) - [torch.Tensor.trace](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.trace.md) - [torch.Tensor.transpose](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.transpose.md) - [torch.Tensor.transpose_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.transpose_.md) - [torch.Tensor.triangular_solve](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.md) - [torch.Tensor.tril](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tril.md) - [torch.Tensor.tril_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.tril_.md) - [torch.Tensor.triu](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.triu.md) - [torch.Tensor.triu_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.triu_.md) - [torch.Tensor.true_divide](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.true_divide.md) - [torch.Tensor.true_divide_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.md) - [torch.Tensor.trunc](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.trunc.md) - [torch.Tensor.trunc_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.trunc_.md) - [torch.Tensor.type](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.type.md) - [torch.Tensor.type_as](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.type_as.md) - [torch.Tensor.unbind](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.unbind.md) - [torch.Tensor.unflatten](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.unflatten.md) - [torch.Tensor.unfold](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.unfold.md) - [torch.Tensor.uniform_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.uniform_.md) - [torch.Tensor.unique](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.unique.md) - [torch.Tensor.unique_consecutive](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.md) - [torch.Tensor.unsqueeze](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze.md) - [torch.Tensor.unsqueeze_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.md) - [torch.Tensor.untyped_storage](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.untyped_storage.md) - [torch.Tensor.values](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.values.md) - [torch.Tensor.var](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.var.md) - [torch.Tensor.vdot](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.vdot.md) - [torch.Tensor.view](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.view.md) - [torch.Tensor.view_as](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.view_as.md) - [torch.Tensor.vsplit](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.vsplit.md) - [torch.Tensor.where](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.where.md) - [torch.Tensor.xlogy](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.xlogy.md) - [torch.Tensor.xlogy_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.md) - [torch.Tensor.xpu](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.xpu.md) - [torch.Tensor.zero_](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.zero_.md) - [torch._assert](https://docs.pytorch.org/docs/stable/generated/torch._assert.md) - [torch._foreach_abs](https://docs.pytorch.org/docs/stable/generated/torch._foreach_abs.md) - [torch._foreach_abs_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_abs_.md) - [torch._foreach_acos](https://docs.pytorch.org/docs/stable/generated/torch._foreach_acos.md) - [torch._foreach_acos_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_acos_.md) - [torch._foreach_asin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_asin.md) - [torch._foreach_asin_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_asin_.md) - [torch._foreach_atan](https://docs.pytorch.org/docs/stable/generated/torch._foreach_atan.md) - [torch._foreach_atan_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_atan_.md) - [torch._foreach_ceil](https://docs.pytorch.org/docs/stable/generated/torch._foreach_ceil.md) - [torch._foreach_ceil_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_ceil_.md) - [torch._foreach_clone](https://docs.pytorch.org/docs/stable/generated/torch._foreach_clone.md) - [torch._foreach_cos](https://docs.pytorch.org/docs/stable/generated/torch._foreach_cos.md) - [torch._foreach_cos_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_cos_.md) - [torch._foreach_cosh](https://docs.pytorch.org/docs/stable/generated/torch._foreach_cosh.md) - [torch._foreach_cosh_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_cosh_.md) - [torch._foreach_erf](https://docs.pytorch.org/docs/stable/generated/torch._foreach_erf.md) - [torch._foreach_erf_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_erf_.md) - [torch._foreach_erfc](https://docs.pytorch.org/docs/stable/generated/torch._foreach_erfc.md) - [torch._foreach_erfc_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_erfc_.md) - [torch._foreach_exp](https://docs.pytorch.org/docs/stable/generated/torch._foreach_exp.md) - [torch._foreach_exp_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_exp_.md) - [torch._foreach_expm1](https://docs.pytorch.org/docs/stable/generated/torch._foreach_expm1.md) - [torch._foreach_expm1_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_expm1_.md) - [torch._foreach_floor](https://docs.pytorch.org/docs/stable/generated/torch._foreach_floor.md) - [torch._foreach_floor_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_floor_.md) - [torch._foreach_frac](https://docs.pytorch.org/docs/stable/generated/torch._foreach_frac.md) - [torch._foreach_frac_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_frac_.md) - [torch._foreach_lgamma](https://docs.pytorch.org/docs/stable/generated/torch._foreach_lgamma.md) - [torch._foreach_lgamma_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_lgamma_.md) - [torch._foreach_log](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log.md) - [torch._foreach_log10](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log10.md) - [torch._foreach_log10_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log10_.md) - [torch._foreach_log1p](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log1p.md) - [torch._foreach_log1p_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log1p_.md) - [torch._foreach_log2](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log2.md) - [torch._foreach_log2_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log2_.md) - [torch._foreach_log_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_log_.md) - [torch._foreach_neg](https://docs.pytorch.org/docs/stable/generated/torch._foreach_neg.md) - [torch._foreach_neg_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_neg_.md) - [torch._foreach_reciprocal](https://docs.pytorch.org/docs/stable/generated/torch._foreach_reciprocal.md) - [torch._foreach_reciprocal_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.md) - [torch._foreach_round](https://docs.pytorch.org/docs/stable/generated/torch._foreach_round.md) - [torch._foreach_round_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_round_.md) - [torch._foreach_sigmoid](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sigmoid.md) - [torch._foreach_sigmoid_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.md) - [torch._foreach_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.md) - [torch._foreach_sin_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin_.md) - [torch._foreach_sinh](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sinh.md) - [torch._foreach_sinh_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sinh_.md) - [torch._foreach_sqrt](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt.md) - [torch._foreach_sqrt_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.md) - [torch._foreach_tan](https://docs.pytorch.org/docs/stable/generated/torch._foreach_tan.md) - [torch._foreach_tan_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_tan_.md) - [torch._foreach_trunc](https://docs.pytorch.org/docs/stable/generated/torch._foreach_trunc.md) - [torch._foreach_trunc_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_trunc_.md) - [torch._foreach_zero_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_zero_.md) - [torch._logging.set_logs](https://docs.pytorch.org/docs/stable/generated/torch._logging.set_logs.md) - [torch.abs](https://docs.pytorch.org/docs/stable/generated/torch.abs.md) - [torch.abs_](https://docs.pytorch.org/docs/stable/generated/torch.abs_.md) - [torch.absolute](https://docs.pytorch.org/docs/stable/generated/torch.absolute.md) - [Graph](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.Graph.md) - [torch.accelerator.current_accelerator](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.current_accelerator.md) - [torch.accelerator.current_device_idx](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.current_device_idx.md) - [torch.accelerator.current_device_index](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.current_device_index.md) - [torch.accelerator.current_stream](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.current_stream.md) - [torch.accelerator.device_count](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.device_count.md) - [device_index](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.device_index.md) - [torch.accelerator.get_device_capability](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.get_device_capability.md) - [torch.accelerator.is_available](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.is_available.md) - [torch.accelerator.memory.empty_cache](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.empty_cache.md) - [torch.accelerator.memory.empty_host_cache](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.empty_host_cache.md) - [torch.accelerator.memory.get_memory_info](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.get_memory_info.md) - [torch.accelerator.memory.max_memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.max_memory_allocated.md) - [torch.accelerator.memory.max_memory_reserved](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.max_memory_reserved.md) - [torch.accelerator.memory.memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.memory_allocated.md) - [torch.accelerator.memory.memory_reserved](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.memory_reserved.md) - [torch.accelerator.memory.memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.memory_stats.md) - [torch.accelerator.memory.reset_accumulated_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.reset_accumulated_memory_stats.md) - [torch.accelerator.memory.reset_peak_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.memory.reset_peak_memory_stats.md) - [torch.accelerator.set_device_idx](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.set_device_idx.md) - [torch.accelerator.set_device_index](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.set_device_index.md) - [torch.accelerator.set_stream](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.set_stream.md) - [torch.accelerator.synchronize](https://docs.pytorch.org/docs/stable/generated/torch.accelerator.synchronize.md) - [torch.acos](https://docs.pytorch.org/docs/stable/generated/torch.acos.md) - [torch.acos_](https://docs.pytorch.org/docs/stable/generated/torch.acos_.md) - [torch.acosh](https://docs.pytorch.org/docs/stable/generated/torch.acosh.md) - [torch.acosh_](https://docs.pytorch.org/docs/stable/generated/torch.acosh_.md) - [torch.adaptive_avg_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.adaptive_avg_pool1d.md) - [torch.adaptive_max_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.adaptive_max_pool1d.md) - [torch.add](https://docs.pytorch.org/docs/stable/generated/torch.add.md) - [torch.addbmm](https://docs.pytorch.org/docs/stable/generated/torch.addbmm.md) - [torch.addcdiv](https://docs.pytorch.org/docs/stable/generated/torch.addcdiv.md) - [torch.addcmul](https://docs.pytorch.org/docs/stable/generated/torch.addcmul.md) - [torch.addmm](https://docs.pytorch.org/docs/stable/generated/torch.addmm.md) - [torch.addmv](https://docs.pytorch.org/docs/stable/generated/torch.addmv.md) - [torch.addmv_](https://docs.pytorch.org/docs/stable/generated/torch.addmv_.md) - [torch.addr](https://docs.pytorch.org/docs/stable/generated/torch.addr.md) - [torch.adjoint](https://docs.pytorch.org/docs/stable/generated/torch.adjoint.md) - [torch.affine_grid_generator](https://docs.pytorch.org/docs/stable/generated/torch.affine_grid_generator.md) - [torch.alias_copy](https://docs.pytorch.org/docs/stable/generated/torch.alias_copy.md) - [torch.all](https://docs.pytorch.org/docs/stable/generated/torch.all.md) - [torch.allclose](https://docs.pytorch.org/docs/stable/generated/torch.allclose.md) - [torch.alpha_dropout](https://docs.pytorch.org/docs/stable/generated/torch.alpha_dropout.md) - [torch.alpha_dropout_](https://docs.pytorch.org/docs/stable/generated/torch.alpha_dropout_.md) - [torch.amax](https://docs.pytorch.org/docs/stable/generated/torch.amax.md) - [torch.amin](https://docs.pytorch.org/docs/stable/generated/torch.amin.md) - [torch.aminmax](https://docs.pytorch.org/docs/stable/generated/torch.aminmax.md) - [torch.angle](https://docs.pytorch.org/docs/stable/generated/torch.angle.md) - [torch.any](https://docs.pytorch.org/docs/stable/generated/torch.any.md) - [BNReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.BNReLU2d.md) - [BNReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.BNReLU3d.md) - [ConvBn1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvBn1d.md) - [ConvBn2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvBn2d.md) - [ConvBn3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvBn3d.md) - [ConvBnReLU1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvBnReLU1d.md) - [ConvBnReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvBnReLU2d.md) - [ConvBnReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvBnReLU3d.md) - [ConvReLU1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvReLU1d.md) - [ConvReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvReLU2d.md) - [ConvReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.ConvReLU3d.md) - [LinearReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.LinearReLU.md) - [ConvAdd2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.modules.fused.ConvAdd2d.md) - [ConvAddReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.modules.fused.ConvAddReLU2d.md) - [LinearBn1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.modules.fused.LinearBn1d.md) - [LinearLeakyReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.modules.fused.LinearLeakyReLU.md) - [LinearTanh](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.modules.fused.LinearTanh.md) - [ConvBn1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvBn1d.md) - [ConvBn2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvBn2d.md) - [ConvBn3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvBn3d.md) - [ConvBnReLU1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvBnReLU1d.md) - [ConvBnReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvBnReLU2d.md) - [ConvBnReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvBnReLU3d.md) - [ConvReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvReLU2d.md) - [ConvReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.ConvReLU3d.md) - [LinearReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.LinearReLU.md) - [freeze_bn_stats](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.freeze_bn_stats.md) - [ConvBnReLU1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.conv_fused.ConvBnReLU1d.md) - [ConvBnReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.conv_fused.ConvBnReLU2d.md) - [ConvBnReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.conv_fused.ConvBnReLU3d.md) - [ConvReLU1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.conv_fused.ConvReLU1d.md) - [ConvReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.conv_fused.ConvReLU2d.md) - [ConvReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.conv_fused.ConvReLU3d.md) - [LinearBn1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.linear_fused.LinearBn1d.md) - [LinearReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.modules.linear_relu.LinearReLU.md) - [update_bn_stats](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.qat.update_bn_stats.md) - [BNReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.BNReLU2d.md) - [BNReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.BNReLU3d.md) - [ConvReLU1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.ConvReLU1d.md) - [ConvReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.ConvReLU2d.md) - [ConvReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.ConvReLU3d.md) - [LinearReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.LinearReLU.md) - [LinearReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.dynamic.LinearReLU.md) - [LinearReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.dynamic.modules.linear_relu.LinearReLU.md) - [BNReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.bn_relu.BNReLU2d.md) - [BNReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.bn_relu.BNReLU3d.md) - [ConvAdd2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.conv_add.ConvAdd2d.md) - [ConvAddReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.conv_add.ConvAddReLU2d.md) - [ConvReLU1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.conv_relu.ConvReLU1d.md) - [ConvReLU2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.conv_relu.ConvReLU2d.md) - [ConvReLU3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.conv_relu.ConvReLU3d.md) - [LinearLeakyReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.linear_relu.LinearLeakyReLU.md) - [LinearReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.linear_relu.LinearReLU.md) - [LinearTanh](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.intrinsic.quantized.modules.linear_relu.LinearTanh.md) - [Conv2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.Conv2d.md) - [Conv3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.Conv3d.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.Linear.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.dynamic.Linear.md) - [Conv1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.modules.conv.Conv1d.md) - [Conv2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.modules.conv.Conv2d.md) - [Conv3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.modules.conv.Conv3d.md) - [Embedding](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.modules.embedding_ops.Embedding.md) - [EmbeddingBag](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.modules.embedding_ops.EmbeddingBag.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.qat.modules.linear.Linear.md) - [LSTM](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantizable.LSTM.md) - [MultiheadAttention](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantizable.MultiheadAttention.md) - [MultiheadAttention](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantizable.modules.activation.MultiheadAttention.md) - [LSTM](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantizable.modules.rnn.LSTM.md) - [LSTMCell](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantizable.modules.rnn.LSTMCell.md) - [BatchNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.BatchNorm2d.md) - [BatchNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.BatchNorm3d.md) - [Conv1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.Conv1d.md) - [Conv2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.Conv2d.md) - [Conv3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.Conv3d.md) - [ConvTranspose1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.ConvTranspose1d.md) - [ConvTranspose2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.ConvTranspose2d.md) - [ConvTranspose3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.ConvTranspose3d.md) - [ELU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.ELU.md) - [Embedding](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.Embedding.md) - [EmbeddingBag](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.EmbeddingBag.md) - [FXFloatFunctional](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.FXFloatFunctional.md) - [FloatFunctional](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.FloatFunctional.md) - [GroupNorm](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.GroupNorm.md) - [Hardswish](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.Hardswish.md) - [InstanceNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.InstanceNorm1d.md) - [InstanceNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.InstanceNorm2d.md) - [InstanceNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.InstanceNorm3d.md) - [LayerNorm](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.LayerNorm.md) - [LeakyReLU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.LeakyReLU.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.Linear.md) - [QFunctional](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.QFunctional.md) - [ReLU6](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.ReLU6.md) - [Sigmoid](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.Sigmoid.md) - [GRU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.GRU.md) - [GRUCell](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.GRUCell.md) - [LSTM](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.LSTM.md) - [LSTMCell](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.LSTMCell.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.Linear.md) - [RNNCell](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.RNNCell.md) - [Conv1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.conv.Conv1d.md) - [Conv2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.conv.Conv2d.md) - [Conv3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.conv.Conv3d.md) - [ConvTranspose1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.conv.ConvTranspose1d.md) - [ConvTranspose2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.conv.ConvTranspose2d.md) - [ConvTranspose3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.conv.ConvTranspose3d.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.linear.Linear.md) - [GRU](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.GRU.md) - [GRUCell](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.GRUCell.md) - [LSTM](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.LSTM.md) - [LSTMCell](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.LSTMCell.md) - [PackedParameter](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.PackedParameter.md) - [RNNBase](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.RNNBase.md) - [RNNCell](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.RNNCell.md) - [RNNCellBase](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.dynamic.modules.rnn.RNNCellBase.md) - [adaptive_avg_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool2d.md) - [adaptive_avg_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.md) - [avg_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.avg_pool2d.md) - [avg_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.avg_pool3d.md) - [celu](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.celu.md) - [clamp](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.clamp.md) - [conv1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.conv1d.md) - [conv2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.conv2d.md) - [conv3d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.conv3d.md) - [elu](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.elu.md) - [hardsigmoid](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.hardsigmoid.md) - [hardswish](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.hardswish.md) - [hardtanh](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.hardtanh.md) - [interpolate](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.interpolate.md) - [leaky_relu](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.leaky_relu.md) - [linear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.linear.md) - [max_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.max_pool1d.md) - [max_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.max_pool2d.md) - [threshold](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.threshold.md) - [upsample](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.upsample.md) - [upsample_bilinear](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.upsample_bilinear.md) - [upsample_nearest](https://docs.pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.upsample_nearest.md) - [DeQuantStub](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.DeQuantStub.md) - [ObserverOrFakeQuantize](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.ObserverOrFakeQuantize.md) - [QuantStub](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.QuantStub.md) - [QuantWrapper](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.QuantWrapper.md) - [add_quant_dequant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.add_quant_dequant.md) - [BackendConfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.BackendConfig.md) - [BackendPatternConfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.BackendPatternConfig.md) - [DTypeConfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.DTypeConfig.md) - [DTypeWithConstraints](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.DTypeWithConstraints.md) - [ObservationType](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.ObservationType.md) - [entry_to_pretty_str](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.entry_to_pretty_str.md) - [get_fused_module_classes](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_fused_module_classes.md) - [get_fuser_method_mapping](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_fuser_method_mapping.md) - [get_fusion_pattern_to_extra_inputs_getter](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_fusion_pattern_to_extra_inputs_getter.md) - [get_fusion_pattern_to_root_node_getter](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_fusion_pattern_to_root_node_getter.md) - [get_module_to_qat_module](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_module_to_qat_module.md) - [get_pattern_to_dtype_configs](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_pattern_to_dtype_configs.md) - [get_pattern_to_input_type_to_index](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_pattern_to_input_type_to_index.md) - [get_qat_module_classes](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_qat_module_classes.md) - [get_root_module_to_quantized_reference_module](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.get_root_module_to_quantized_reference_module.md) - [pattern_to_human_readable](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.pattern_to_human_readable.md) - [remove_boolean_dispatch_from_name](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.backend_config.utils.remove_boolean_dispatch_from_name.md) - [convert](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.convert.md) - [default_eval_fn](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.default_eval_fn.md) - [FakeQuantize](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.FakeQuantize.md) - [FakeQuantizeBase](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.FakeQuantizeBase.md) - [FixedQParamsFakeQuantize](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.FixedQParamsFakeQuantize.md) - [FusedMovingAvgObsFakeQuantize](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.FusedMovingAvgObsFakeQuantize.md) - [default_affine_fixed_qparams_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_affine_fixed_qparams_fake_quant.md) - [default_dynamic_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_dynamic_fake_quant.md) - [default_embedding_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_embedding_fake_quant.md) - [default_embedding_fake_quant_4bit](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_embedding_fake_quant_4bit.md) - [default_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_fake_quant.md) - [default_fixed_qparams_range_0to1_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_fixed_qparams_range_0to1_fake_quant.md) - [default_fixed_qparams_range_neg1to1_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_fixed_qparams_range_neg1to1_fake_quant.md) - [default_fused_act_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_fused_act_fake_quant.md) - [default_fused_per_channel_wt_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_fused_per_channel_wt_fake_quant.md) - [default_fused_wt_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_fused_wt_fake_quant.md) - [default_histogram_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_histogram_fake_quant.md) - [default_per_channel_weight_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_per_channel_weight_fake_quant.md) - [default_symmetric_fixed_qparams_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_symmetric_fixed_qparams_fake_quant.md) - [default_weight_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.default_weight_fake_quant.md) - [disable_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.disable_fake_quant.md) - [disable_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.disable_observer.md) - [enable_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.enable_fake_quant.md) - [enable_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.enable_observer.md) - [fused_per_channel_wt_fake_quant_range_neg_127_to_127](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.fused_per_channel_wt_fake_quant_range_neg_127_to_127.md) - [fused_wt_fake_quant_range_neg_127_to_127](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fake_quantize.fused_wt_fake_quant_range_neg_127_to_127.md) - [fuse_modules](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fuse_modules.fuse_modules.md) - [ConvertCustomConfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.custom_config.ConvertCustomConfig.md) - [FuseCustomConfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.custom_config.FuseCustomConfig.md) - [PrepareCustomConfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.custom_config.PrepareCustomConfig.md) - [StandaloneModuleConfigEntry](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.custom_config.StandaloneModuleConfigEntry.md) - [QuantizedGraphModule](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.graph_module.QuantizedGraphModule.md) - [NodeInfo](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.NodeInfo.md) - [all_node_args_except_first](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.all_node_args_except_first.md) - [all_node_args_have_no_tensors](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.all_node_args_have_no_tensors.md) - [assert_and_get_unique_device](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.assert_and_get_unique_device.md) - [collect_producer_nodes](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.collect_producer_nodes.md) - [create_getattr_from_value](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.create_getattr_from_value.md) - [create_node_from_old_node_preserve_meta](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.create_node_from_old_node_preserve_meta.md) - [get_custom_module_class_keys](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.get_custom_module_class_keys.md) - [get_linear_prepack_op_for_dtype](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.get_linear_prepack_op_for_dtype.md) - [get_new_attr_name_with_prefix](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.get_new_attr_name_with_prefix.md) - [get_non_observable_arg_indexes_and_types](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.get_non_observable_arg_indexes_and_types.md) - [get_qconv_prepack_op](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.get_qconv_prepack_op.md) - [get_skipped_module_name_and_classes](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.get_skipped_module_name_and_classes.md) - [graph_module_from_producer_nodes](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.graph_module_from_producer_nodes.md) - [maybe_get_next_module](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.maybe_get_next_module.md) - [node_arg_is_bias](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.node_arg_is_bias.md) - [node_arg_is_weight](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.node_arg_is_weight.md) - [return_arg_list](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.fx.utils.return_arg_list.md) - [AffineQuantizedObserverBase](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.AffineQuantizedObserverBase.md) - [Granularity](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.Granularity.md) - [HistogramObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.HistogramObserver.md) - [MappingType](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.MappingType.md) - [MinMaxObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.MinMaxObserver.md) - [MovingAverageMinMaxObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.MovingAverageMinMaxObserver.md) - [MovingAveragePerChannelMinMaxObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.MovingAveragePerChannelMinMaxObserver.md) - [NoopObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.NoopObserver.md) - [ObserverBase](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.ObserverBase.md) - [PerAxis](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PerAxis.md) - [PerBlock](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PerBlock.md) - [PerChannelMinMaxObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PerChannelMinMaxObserver.md) - [PerGroup](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PerGroup.md) - [PerRow](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PerRow.md) - [PerTensor](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PerTensor.md) - [PerToken](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PerToken.md) - [PlaceholderObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.PlaceholderObserver.md) - [RecordingObserver](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.RecordingObserver.md) - [TorchAODType](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.TorchAODType.md) - [ZeroPointDomain](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.ZeroPointDomain.md) - [default_affine_fixed_qparams_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_affine_fixed_qparams_observer.md) - [default_debug_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_debug_observer.md) - [default_dynamic_quant_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_dynamic_quant_observer.md) - [default_fixed_qparams_range_0to1_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_fixed_qparams_range_0to1_observer.md) - [default_fixed_qparams_range_neg1to1_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_fixed_qparams_range_neg1to1_observer.md) - [default_float_qparams_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_float_qparams_observer.md) - [default_float_qparams_observer_4bit](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_float_qparams_observer_4bit.md) - [default_histogram_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_histogram_observer.md) - [default_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_observer.md) - [default_per_channel_weight_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_per_channel_weight_observer.md) - [default_placeholder_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_placeholder_observer.md) - [default_symmetric_fixed_qparams_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_symmetric_fixed_qparams_observer.md) - [default_weight_observer](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.default_weight_observer.md) - [get_block_size](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.get_block_size.md) - [get_observer_state_dict](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.get_observer_state_dict.md) - [load_observer_state_dict](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.load_observer_state_dict.md) - [per_channel_weight_observer_range_neg_127_to_127](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.per_channel_weight_observer_range_neg_127_to_127.md) - [weight_observer_range_neg_127_to_127](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.observer.weight_observer_range_neg_127_to_127.md) - [prepare](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.prepare.md) - [prepare_qat](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.prepare_qat.md) - [propagate_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.propagate_qconfig_.md) - [QConfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.QConfig.md) - [QConfigAny](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.QConfigAny.md) - [default_activation_only_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_activation_only_qconfig.md) - [default_debug_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_debug_qconfig.md) - [default_dynamic_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_dynamic_qconfig.md) - [default_per_channel_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_per_channel_qconfig.md) - [default_qat_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_qat_qconfig.md) - [default_qat_qconfig_v2](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_qat_qconfig_v2.md) - [default_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_qconfig.md) - [default_weight_only_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.default_weight_only_qconfig.md) - [float16_dynamic_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.float16_dynamic_qconfig.md) - [float16_static_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.float16_static_qconfig.md) - [float_qparams_weight_only_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.float_qparams_weight_only_qconfig.md) - [per_channel_dynamic_qconfig](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig.per_channel_dynamic_qconfig.md) - [QConfigMapping](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig_mapping.QConfigMapping.md) - [get_default_qat_qconfig_mapping](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig_mapping.get_default_qat_qconfig_mapping.md) - [get_default_qconfig_mapping](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.qconfig_mapping.get_default_qconfig_mapping.md) - [get_default_compare_output_module_list](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_compare_output_module_list.md) - [get_default_dynamic_quant_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_dynamic_quant_module_mappings.md) - [get_default_dynamic_sparse_quant_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_dynamic_sparse_quant_module_mappings.md) - [get_default_float_to_quantized_operator_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_float_to_quantized_operator_mappings.md) - [get_default_qat_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_qat_module_mappings.md) - [get_default_qconfig_propagation_list](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_qconfig_propagation_list.md) - [get_default_static_quant_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_static_quant_module_mappings.md) - [get_default_static_quant_reference_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_static_quant_reference_module_mappings.md) - [get_default_static_sparse_quant_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_default_static_sparse_quant_module_mappings.md) - [get_dynamic_quant_module_class](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_dynamic_quant_module_class.md) - [get_embedding_qat_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_embedding_qat_module_mappings.md) - [get_embedding_static_quant_module_mappings](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_embedding_static_quant_module_mappings.md) - [get_quantized_operator](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_quantized_operator.md) - [get_static_quant_module_class](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.get_static_quant_module_class.md) - [no_observer_set](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantization_mappings.no_observer_set.md) - [quantize](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantize.md) - [quantize_dynamic](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantize_dynamic.md) - [convert_fx](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantize_fx.convert_fx.md) - [fuse_fx](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantize_fx.fuse_fx.md) - [prepare_fx](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantize_fx.prepare_fx.md) - [prepare_qat_fx](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantize_fx.prepare_qat_fx.md) - [quantize_qat](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.quantize_qat.md) - [swap_module](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.swap_module.md) - [NodePattern](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.NodePattern.md) - [Pattern](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.Pattern.md) - [activation_is_dynamically_quantized](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.activation_is_dynamically_quantized.md) - [activation_is_int32_quantized](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.activation_is_int32_quantized.md) - [activation_is_int8_quantized](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.activation_is_int8_quantized.md) - [activation_is_statically_quantized](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.activation_is_statically_quantized.md) - [calculate_qmin_qmax](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.calculate_qmin_qmax.md) - [check_min_max_valid](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.check_min_max_valid.md) - [determine_qparams](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.determine_qparams.md) - [get_combined_dict](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.get_combined_dict.md) - [get_fqn_to_example_inputs](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.get_fqn_to_example_inputs.md) - [get_qconfig_dtypes](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.get_qconfig_dtypes.md) - [get_qparam_dict](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.get_qparam_dict.md) - [get_quant_type](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.get_quant_type.md) - [get_swapped_custom_module_class](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.get_swapped_custom_module_class.md) - [getattr_from_fqn](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.getattr_from_fqn.md) - [validate_qmin_qmax](https://docs.pytorch.org/docs/stable/generated/torch.ao.quantization.utils.validate_qmin_qmax.md) - [torch.arange](https://docs.pytorch.org/docs/stable/generated/torch.arange.md) - [torch.arccos](https://docs.pytorch.org/docs/stable/generated/torch.arccos.md) - [torch.arccos_](https://docs.pytorch.org/docs/stable/generated/torch.arccos_.md) - [torch.arccosh](https://docs.pytorch.org/docs/stable/generated/torch.arccosh.md) - [torch.arccosh_](https://docs.pytorch.org/docs/stable/generated/torch.arccosh_.md) - [torch.arcsin](https://docs.pytorch.org/docs/stable/generated/torch.arcsin.md) - [torch.arcsin_](https://docs.pytorch.org/docs/stable/generated/torch.arcsin_.md) - [torch.arcsinh](https://docs.pytorch.org/docs/stable/generated/torch.arcsinh.md) - [torch.arcsinh_](https://docs.pytorch.org/docs/stable/generated/torch.arcsinh_.md) - [torch.arctan](https://docs.pytorch.org/docs/stable/generated/torch.arctan.md) - [torch.arctan2](https://docs.pytorch.org/docs/stable/generated/torch.arctan2.md) - [torch.arctan_](https://docs.pytorch.org/docs/stable/generated/torch.arctan_.md) - [torch.arctanh](https://docs.pytorch.org/docs/stable/generated/torch.arctanh.md) - [torch.arctanh_](https://docs.pytorch.org/docs/stable/generated/torch.arctanh_.md) - [torch.are_deterministic_algorithms_enabled](https://docs.pytorch.org/docs/stable/generated/torch.are_deterministic_algorithms_enabled.md) - [torch.argmax](https://docs.pytorch.org/docs/stable/generated/torch.argmax.md) - [torch.argmin](https://docs.pytorch.org/docs/stable/generated/torch.argmin.md) - [torch.argsort](https://docs.pytorch.org/docs/stable/generated/torch.argsort.md) - [torch.argwhere](https://docs.pytorch.org/docs/stable/generated/torch.argwhere.md) - [torch.as_strided](https://docs.pytorch.org/docs/stable/generated/torch.as_strided.md) - [torch.as_strided_](https://docs.pytorch.org/docs/stable/generated/torch.as_strided_.md) - [torch.as_strided_copy](https://docs.pytorch.org/docs/stable/generated/torch.as_strided_copy.md) - [torch.as_strided_scatter](https://docs.pytorch.org/docs/stable/generated/torch.as_strided_scatter.md) - [torch.as_tensor](https://docs.pytorch.org/docs/stable/generated/torch.as_tensor.md) - [torch.asarray](https://docs.pytorch.org/docs/stable/generated/torch.asarray.md) - [torch.asin](https://docs.pytorch.org/docs/stable/generated/torch.asin.md) - [torch.asin_](https://docs.pytorch.org/docs/stable/generated/torch.asin_.md) - [torch.asinh](https://docs.pytorch.org/docs/stable/generated/torch.asinh.md) - [torch.asinh_](https://docs.pytorch.org/docs/stable/generated/torch.asinh_.md) - [torch.atan](https://docs.pytorch.org/docs/stable/generated/torch.atan.md) - [torch.atan2](https://docs.pytorch.org/docs/stable/generated/torch.atan2.md) - [torch.atan_](https://docs.pytorch.org/docs/stable/generated/torch.atan_.md) - [torch.atanh](https://docs.pytorch.org/docs/stable/generated/torch.atanh.md) - [torch.atanh_](https://docs.pytorch.org/docs/stable/generated/torch.atanh_.md) - [torch.atleast_1d](https://docs.pytorch.org/docs/stable/generated/torch.atleast_1d.md) - [torch.atleast_2d](https://docs.pytorch.org/docs/stable/generated/torch.atleast_2d.md) - [torch.atleast_3d](https://docs.pytorch.org/docs/stable/generated/torch.atleast_3d.md) - [torch.autocast_decrement_nesting](https://docs.pytorch.org/docs/stable/generated/torch.autocast_decrement_nesting.md) - [torch.autocast_increment_nesting](https://docs.pytorch.org/docs/stable/generated/torch.autocast_increment_nesting.md) - [torch.autograd.Function.backward](https://docs.pytorch.org/docs/stable/generated/torch.autograd.Function.backward.md) - [torch.autograd.Function.forward](https://docs.pytorch.org/docs/stable/generated/torch.autograd.Function.forward.md) - [torch.autograd.Function.jvp](https://docs.pytorch.org/docs/stable/generated/torch.autograd.Function.jvp.md) - [torch.autograd.Function.vmap](https://docs.pytorch.org/docs/stable/generated/torch.autograd.Function.vmap.md) - [torch.autograd.backward](https://docs.pytorch.org/docs/stable/generated/torch.autograd.backward.md) - [UnpackedDualTensor](https://docs.pytorch.org/docs/stable/generated/torch.autograd.forward_ad.UnpackedDualTensor.md) - [dual_level](https://docs.pytorch.org/docs/stable/generated/torch.autograd.forward_ad.dual_level.md) - [torch.autograd.forward_ad.enter_dual_level](https://docs.pytorch.org/docs/stable/generated/torch.autograd.forward_ad.enter_dual_level.md) - [torch.autograd.forward_ad.exit_dual_level](https://docs.pytorch.org/docs/stable/generated/torch.autograd.forward_ad.exit_dual_level.md) - [torch.autograd.forward_ad.make_dual](https://docs.pytorch.org/docs/stable/generated/torch.autograd.forward_ad.make_dual.md) - [torch.autograd.forward_ad.unpack_dual](https://docs.pytorch.org/docs/stable/generated/torch.autograd.forward_ad.unpack_dual.md) - [BackwardCFunction](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.BackwardCFunction.md) - [torch.autograd.function.FunctionCtx.mark_dirty](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_dirty.md) - [torch.autograd.function.FunctionCtx.mark_non_differentiable](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.md) - [torch.autograd.function.FunctionCtx.save_for_backward](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.md) - [torch.autograd.function.FunctionCtx.set_materialize_grads](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.md) - [InplaceFunction](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.InplaceFunction.md) - [NestedIOFunction](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.NestedIOFunction.md) - [torch.autograd.function.once_differentiable](https://docs.pytorch.org/docs/stable/generated/torch.autograd.function.once_differentiable.md) - [torch.autograd.functional.hessian](https://docs.pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.md) - [torch.autograd.functional.hvp](https://docs.pytorch.org/docs/stable/generated/torch.autograd.functional.hvp.md) - [torch.autograd.functional.jacobian](https://docs.pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.md) - [torch.autograd.functional.jvp](https://docs.pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.md) - [torch.autograd.functional.vhp](https://docs.pytorch.org/docs/stable/generated/torch.autograd.functional.vhp.md) - [torch.autograd.functional.vjp](https://docs.pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.md) - [torch.autograd.grad](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad.md) - [enforce_grad_layout_policy](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.enforce_grad_layout_policy.md) - [inference_mode](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.inference_mode.md) - [set_grad_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.md) - [set_multithreading_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_multithreading_enabled.md) - [torch.autograd.gradcheck.GradcheckError](https://docs.pytorch.org/docs/stable/generated/torch.autograd.gradcheck.GradcheckError.md) - [torch.autograd.gradcheck.get_analytical_jacobian](https://docs.pytorch.org/docs/stable/generated/torch.autograd.gradcheck.get_analytical_jacobian.md) - [torch.autograd.gradcheck.get_numerical_jacobian](https://docs.pytorch.org/docs/stable/generated/torch.autograd.gradcheck.get_numerical_jacobian.md) - [torch.autograd.gradcheck.get_numerical_jacobian_wrt_specific_input](https://docs.pytorch.org/docs/stable/generated/torch.autograd.gradcheck.get_numerical_jacobian_wrt_specific_input.md) - [torch.autograd.gradcheck.gradcheck](https://docs.pytorch.org/docs/stable/generated/torch.autograd.gradcheck.gradcheck.md) - [torch.autograd.gradcheck.gradgradcheck](https://docs.pytorch.org/docs/stable/generated/torch.autograd.gradcheck.gradgradcheck.md) - [torch.autograd.graph.Node.metadata](https://docs.pytorch.org/docs/stable/generated/torch.autograd.graph.Node.metadata.md) - [torch.autograd.graph.Node.name](https://docs.pytorch.org/docs/stable/generated/torch.autograd.graph.Node.name.md) - [torch.autograd.graph.Node.next_functions](https://docs.pytorch.org/docs/stable/generated/torch.autograd.graph.Node.next_functions.md) - [torch.autograd.graph.Node.register_hook](https://docs.pytorch.org/docs/stable/generated/torch.autograd.graph.Node.register_hook.md) - [torch.autograd.graph.Node.register_prehook](https://docs.pytorch.org/docs/stable/generated/torch.autograd.graph.Node.register_prehook.md) - [torch.autograd.graph.increment_version](https://docs.pytorch.org/docs/stable/generated/torch.autograd.graph.increment_version.md) - [EnforceUnique](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.EnforceUnique.md) - [KinetoStepTracker](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.KinetoStepTracker.md) - [torch.autograd.profiler.load_nvprof](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.load_nvprof.md) - [torch.autograd.profiler.parse_nvprof_trace](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.parse_nvprof_trace.md) - [torch.autograd.profiler.profile.export_chrome_trace](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.md) - [torch.autograd.profiler.profile.key_averages](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.key_averages.md) - [torch.autograd.profiler.profile.self_cpu_time_total](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.self_cpu_time_total.md) - [torch.autograd.profiler.profile.total_average](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.total_average.md) - [record_function](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler.record_function.md) - [EventList](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.EventList.md) - [FormattedTimesMixin](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.FormattedTimesMixin.md) - [FunctionEvent](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.FunctionEvent.md) - [FunctionEventAvg](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.FunctionEventAvg.md) - [Interval](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.Interval.md) - [Kernel](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.Kernel.md) - [MemRecordsAcc](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.MemRecordsAcc.md) - [StringTable](https://docs.pytorch.org/docs/stable/generated/torch.autograd.profiler_util.StringTable.md) - [Variable](https://docs.pytorch.org/docs/stable/generated/torch.autograd.variable.Variable.md) - [VariableMeta](https://docs.pytorch.org/docs/stable/generated/torch.autograd.variable.VariableMeta.md) - [torch.avg_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.avg_pool1d.md) - [torch.baddbmm](https://docs.pytorch.org/docs/stable/generated/torch.baddbmm.md) - [torch.bartlett_window](https://docs.pytorch.org/docs/stable/generated/torch.bartlett_window.md) - [torch.batch_norm_backward_elemt](https://docs.pytorch.org/docs/stable/generated/torch.batch_norm_backward_elemt.md) - [torch.batch_norm_backward_reduce](https://docs.pytorch.org/docs/stable/generated/torch.batch_norm_backward_reduce.md) - [torch.batch_norm_elemt](https://docs.pytorch.org/docs/stable/generated/torch.batch_norm_elemt.md) - [torch.batch_norm_gather_stats](https://docs.pytorch.org/docs/stable/generated/torch.batch_norm_gather_stats.md) - [torch.batch_norm_gather_stats_with_counts](https://docs.pytorch.org/docs/stable/generated/torch.batch_norm_gather_stats_with_counts.md) - [torch.batch_norm_stats](https://docs.pytorch.org/docs/stable/generated/torch.batch_norm_stats.md) - [torch.batch_norm_update_stats](https://docs.pytorch.org/docs/stable/generated/torch.batch_norm_update_stats.md) - [torch.bernoulli](https://docs.pytorch.org/docs/stable/generated/torch.bernoulli.md) - [torch.bilinear](https://docs.pytorch.org/docs/stable/generated/torch.bilinear.md) - [torch.bincount](https://docs.pytorch.org/docs/stable/generated/torch.bincount.md) - [torch.binomial](https://docs.pytorch.org/docs/stable/generated/torch.binomial.md) - [torch.bitwise_and](https://docs.pytorch.org/docs/stable/generated/torch.bitwise_and.md) - [torch.bitwise_left_shift](https://docs.pytorch.org/docs/stable/generated/torch.bitwise_left_shift.md) - [torch.bitwise_not](https://docs.pytorch.org/docs/stable/generated/torch.bitwise_not.md) - [torch.bitwise_or](https://docs.pytorch.org/docs/stable/generated/torch.bitwise_or.md) - [torch.bitwise_right_shift](https://docs.pytorch.org/docs/stable/generated/torch.bitwise_right_shift.md) - [torch.bitwise_xor](https://docs.pytorch.org/docs/stable/generated/torch.bitwise_xor.md) - [torch.blackman_window](https://docs.pytorch.org/docs/stable/generated/torch.blackman_window.md) - [torch.block_diag](https://docs.pytorch.org/docs/stable/generated/torch.block_diag.md) - [torch.bmm](https://docs.pytorch.org/docs/stable/generated/torch.bmm.md) - [torch.broadcast_shapes](https://docs.pytorch.org/docs/stable/generated/torch.broadcast_shapes.md) - [torch.broadcast_tensors](https://docs.pytorch.org/docs/stable/generated/torch.broadcast_tensors.md) - [torch.broadcast_to](https://docs.pytorch.org/docs/stable/generated/torch.broadcast_to.md) - [torch.bucketize](https://docs.pytorch.org/docs/stable/generated/torch.bucketize.md) - [torch.can_cast](https://docs.pytorch.org/docs/stable/generated/torch.can_cast.md) - [torch.cartesian_prod](https://docs.pytorch.org/docs/stable/generated/torch.cartesian_prod.md) - [torch.cat](https://docs.pytorch.org/docs/stable/generated/torch.cat.md) - [torch.ccol_indices_copy](https://docs.pytorch.org/docs/stable/generated/torch.ccol_indices_copy.md) - [torch.cdist](https://docs.pytorch.org/docs/stable/generated/torch.cdist.md) - [torch.ceil](https://docs.pytorch.org/docs/stable/generated/torch.ceil.md) - [torch.ceil_](https://docs.pytorch.org/docs/stable/generated/torch.ceil_.md) - [torch.celu_](https://docs.pytorch.org/docs/stable/generated/torch.celu_.md) - [torch.chain_matmul](https://docs.pytorch.org/docs/stable/generated/torch.chain_matmul.md) - [torch.channel_shuffle](https://docs.pytorch.org/docs/stable/generated/torch.channel_shuffle.md) - [torch.cholesky](https://docs.pytorch.org/docs/stable/generated/torch.cholesky.md) - [torch.cholesky_inverse](https://docs.pytorch.org/docs/stable/generated/torch.cholesky_inverse.md) - [torch.cholesky_solve](https://docs.pytorch.org/docs/stable/generated/torch.cholesky_solve.md) - [torch.choose_qparams_optimized](https://docs.pytorch.org/docs/stable/generated/torch.choose_qparams_optimized.md) - [torch.chunk](https://docs.pytorch.org/docs/stable/generated/torch.chunk.md) - [torch.clamp](https://docs.pytorch.org/docs/stable/generated/torch.clamp.md) - [torch.clamp_](https://docs.pytorch.org/docs/stable/generated/torch.clamp_.md) - [torch.clamp_max_](https://docs.pytorch.org/docs/stable/generated/torch.clamp_max_.md) - [torch.clamp_min_](https://docs.pytorch.org/docs/stable/generated/torch.clamp_min_.md) - [torch.clear_autocast_cache](https://docs.pytorch.org/docs/stable/generated/torch.clear_autocast_cache.md) - [torch.clip](https://docs.pytorch.org/docs/stable/generated/torch.clip.md) - [torch.clip_](https://docs.pytorch.org/docs/stable/generated/torch.clip_.md) - [torch.clone](https://docs.pytorch.org/docs/stable/generated/torch.clone.md) - [torch.col_indices_copy](https://docs.pytorch.org/docs/stable/generated/torch.col_indices_copy.md) - [torch.column_stack](https://docs.pytorch.org/docs/stable/generated/torch.column_stack.md) - [torch.combinations](https://docs.pytorch.org/docs/stable/generated/torch.combinations.md) - [torch.compile](https://docs.pytorch.org/docs/stable/generated/torch.compile.md) - [torch.compiled_with_cxx11_abi](https://docs.pytorch.org/docs/stable/generated/torch.compiled_with_cxx11_abi.md) - [torch.compiler.allow_in_graph](https://docs.pytorch.org/docs/stable/generated/torch.compiler.allow_in_graph.md) - [torch.compiler.assume_constant_result](https://docs.pytorch.org/docs/stable/generated/torch.compiler.assume_constant_result.md) - [torch.compiler.compile](https://docs.pytorch.org/docs/stable/generated/torch.compiler.compile.md) - [torch.compiler.cudagraph_mark_step_begin](https://docs.pytorch.org/docs/stable/generated/torch.compiler.cudagraph_mark_step_begin.md) - [torch.compiler.disable](https://docs.pytorch.org/docs/stable/generated/torch.compiler.disable.md) - [torch.compiler.get_default_backend](https://docs.pytorch.org/docs/stable/generated/torch.compiler.get_default_backend.md) - [torch.compiler.is_compiling](https://docs.pytorch.org/docs/stable/generated/torch.compiler.is_compiling.md) - [torch.compiler.is_dynamo_compiling](https://docs.pytorch.org/docs/stable/generated/torch.compiler.is_dynamo_compiling.md) - [torch.compiler.is_exporting](https://docs.pytorch.org/docs/stable/generated/torch.compiler.is_exporting.md) - [torch.compiler.keep_portable_guards_unsafe](https://docs.pytorch.org/docs/stable/generated/torch.compiler.keep_portable_guards_unsafe.md) - [torch.compiler.keep_tensor_guards_unsafe](https://docs.pytorch.org/docs/stable/generated/torch.compiler.keep_tensor_guards_unsafe.md) - [torch.compiler.list_backends](https://docs.pytorch.org/docs/stable/generated/torch.compiler.list_backends.md) - [torch.compiler.load_cache_artifacts](https://docs.pytorch.org/docs/stable/generated/torch.compiler.load_cache_artifacts.md) - [torch.compiler.load_compiled_function](https://docs.pytorch.org/docs/stable/generated/torch.compiler.load_compiled_function.md) - [torch.compiler.nested_compile_region](https://docs.pytorch.org/docs/stable/generated/torch.compiler.nested_compile_region.md) - [torch.compiler.reset](https://docs.pytorch.org/docs/stable/generated/torch.compiler.reset.md) - [torch.compiler.save_cache_artifacts](https://docs.pytorch.org/docs/stable/generated/torch.compiler.save_cache_artifacts.md) - [torch.compiler.set_default_backend](https://docs.pytorch.org/docs/stable/generated/torch.compiler.set_default_backend.md) - [torch.compiler.set_enable_guard_collectives](https://docs.pytorch.org/docs/stable/generated/torch.compiler.set_enable_guard_collectives.md) - [torch.compiler.set_stance](https://docs.pytorch.org/docs/stable/generated/torch.compiler.set_stance.md) - [torch.compiler.skip_all_guards_unsafe](https://docs.pytorch.org/docs/stable/generated/torch.compiler.skip_all_guards_unsafe.md) - [torch.compiler.skip_guard_on_all_nn_modules_unsafe](https://docs.pytorch.org/docs/stable/generated/torch.compiler.skip_guard_on_all_nn_modules_unsafe.md) - [torch.compiler.skip_guard_on_globals_unsafe](https://docs.pytorch.org/docs/stable/generated/torch.compiler.skip_guard_on_globals_unsafe.md) - [torch.compiler.skip_guard_on_inbuilt_nn_modules_unsafe](https://docs.pytorch.org/docs/stable/generated/torch.compiler.skip_guard_on_inbuilt_nn_modules_unsafe.md) - [torch.compiler.substitute_in_graph](https://docs.pytorch.org/docs/stable/generated/torch.compiler.substitute_in_graph.md) - [torch.compiler.wrap_numpy](https://docs.pytorch.org/docs/stable/generated/torch.compiler.wrap_numpy.md) - [torch.complex](https://docs.pytorch.org/docs/stable/generated/torch.complex.md) - [torch.concat](https://docs.pytorch.org/docs/stable/generated/torch.concat.md) - [torch.concatenate](https://docs.pytorch.org/docs/stable/generated/torch.concatenate.md) - [torch.cond](https://docs.pytorch.org/docs/stable/generated/torch.cond.md) - [torch.conj](https://docs.pytorch.org/docs/stable/generated/torch.conj.md) - [torch.conj_physical](https://docs.pytorch.org/docs/stable/generated/torch.conj_physical.md) - [torch.conj_physical_](https://docs.pytorch.org/docs/stable/generated/torch.conj_physical_.md) - [torch.conv1d](https://docs.pytorch.org/docs/stable/generated/torch.conv1d.md) - [torch.conv3d](https://docs.pytorch.org/docs/stable/generated/torch.conv3d.md) - [torch.conv_tbc](https://docs.pytorch.org/docs/stable/generated/torch.conv_tbc.md) - [torch.conv_transpose1d](https://docs.pytorch.org/docs/stable/generated/torch.conv_transpose1d.md) - [torch.conv_transpose2d](https://docs.pytorch.org/docs/stable/generated/torch.conv_transpose2d.md) - [torch.conv_transpose3d](https://docs.pytorch.org/docs/stable/generated/torch.conv_transpose3d.md) - [torch.convolution](https://docs.pytorch.org/docs/stable/generated/torch.convolution.md) - [torch.copysign](https://docs.pytorch.org/docs/stable/generated/torch.copysign.md) - [torch.corrcoef](https://docs.pytorch.org/docs/stable/generated/torch.corrcoef.md) - [torch.cos](https://docs.pytorch.org/docs/stable/generated/torch.cos.md) - [torch.cos_](https://docs.pytorch.org/docs/stable/generated/torch.cos_.md) - [torch.cosh](https://docs.pytorch.org/docs/stable/generated/torch.cosh.md) - [torch.cosh_](https://docs.pytorch.org/docs/stable/generated/torch.cosh_.md) - [torch.cosine_embedding_loss](https://docs.pytorch.org/docs/stable/generated/torch.cosine_embedding_loss.md) - [torch.cosine_similarity](https://docs.pytorch.org/docs/stable/generated/torch.cosine_similarity.md) - [torch.count_nonzero](https://docs.pytorch.org/docs/stable/generated/torch.count_nonzero.md) - [torch.cov](https://docs.pytorch.org/docs/stable/generated/torch.cov.md) - [StreamContext](https://docs.pytorch.org/docs/stable/generated/torch.cpu.StreamContext.md) - [Stream](https://docs.pytorch.org/docs/stable/generated/torch.cpu.Stream_class.md) - [torch.cpu.current_device](https://docs.pytorch.org/docs/stable/generated/torch.cpu.current_device.md) - [torch.cpu.current_stream](https://docs.pytorch.org/docs/stable/generated/torch.cpu.current_stream.md) - [torch.cpu.device_count](https://docs.pytorch.org/docs/stable/generated/torch.cpu.device_count.md) - [torch.cpu.get_capabilities](https://docs.pytorch.org/docs/stable/generated/torch.cpu.get_capabilities.md) - [torch.cpu.is_available](https://docs.pytorch.org/docs/stable/generated/torch.cpu.is_available.md) - [torch.cpu.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cpu.is_initialized.md) - [torch.cpu.set_device](https://docs.pytorch.org/docs/stable/generated/torch.cpu.set_device.md) - [torch.cpu.stream](https://docs.pytorch.org/docs/stable/generated/torch.cpu.stream_function.md) - [torch.cpu.synchronize](https://docs.pytorch.org/docs/stable/generated/torch.cpu.synchronize.md) - [torch.cross](https://docs.pytorch.org/docs/stable/generated/torch.cross.md) - [torch.crow_indices_copy](https://docs.pytorch.org/docs/stable/generated/torch.crow_indices_copy.md) - [torch.ctc_loss](https://docs.pytorch.org/docs/stable/generated/torch.ctc_loss.md) - [torch.cuda.AcceleratorError](https://docs.pytorch.org/docs/stable/generated/torch.cuda.AcceleratorError.md) - [CUDAGraph](https://docs.pytorch.org/docs/stable/generated/torch.cuda.CUDAGraph.md) - [Event](https://docs.pytorch.org/docs/stable/generated/torch.cuda.Event.md) - [ExternalStream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.ExternalStream.md) - [torch.cuda.OutOfMemoryError](https://docs.pytorch.org/docs/stable/generated/torch.cuda.OutOfMemoryError.md) - [StreamContext](https://docs.pytorch.org/docs/stable/generated/torch.cuda.StreamContext.md) - [Stream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.Stream_class.md) - [torch.cuda.can_device_access_peer](https://docs.pytorch.org/docs/stable/generated/torch.cuda.can_device_access_peer.md) - [torch.cuda.check_error](https://docs.pytorch.org/docs/stable/generated/torch.cuda.check_error.md) - [torch.cuda.clock_rate](https://docs.pytorch.org/docs/stable/generated/torch.cuda.clock_rate.md) - [torch.cuda.comm.broadcast](https://docs.pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.md) - [torch.cuda.comm.broadcast_coalesced](https://docs.pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast_coalesced.md) - [torch.cuda.comm.gather](https://docs.pytorch.org/docs/stable/generated/torch.cuda.comm.gather.md) - [torch.cuda.comm.reduce_add](https://docs.pytorch.org/docs/stable/generated/torch.cuda.comm.reduce_add.md) - [torch.cuda.comm.reduce_add_coalesced](https://docs.pytorch.org/docs/stable/generated/torch.cuda.comm.reduce_add_coalesced.md) - [torch.cuda.comm.scatter](https://docs.pytorch.org/docs/stable/generated/torch.cuda.comm.scatter.md) - [torch.cuda.cudart](https://docs.pytorch.org/docs/stable/generated/torch.cuda.cudart.md) - [torch.cuda.current_blas_handle](https://docs.pytorch.org/docs/stable/generated/torch.cuda.current_blas_handle.md) - [torch.cuda.current_device](https://docs.pytorch.org/docs/stable/generated/torch.cuda.current_device.md) - [torch.cuda.current_solver_handle](https://docs.pytorch.org/docs/stable/generated/torch.cuda.current_solver_handle.md) - [torch.cuda.current_stream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.current_stream.md) - [torch.cuda.default_stream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.default_stream.md) - [device](https://docs.pytorch.org/docs/stable/generated/torch.cuda.device.md) - [torch.cuda.device_count](https://docs.pytorch.org/docs/stable/generated/torch.cuda.device_count.md) - [torch.cuda.device_memory_used](https://docs.pytorch.org/docs/stable/generated/torch.cuda.device_memory_used.md) - [device_of](https://docs.pytorch.org/docs/stable/generated/torch.cuda.device_of.md) - [GdsFile](https://docs.pytorch.org/docs/stable/generated/torch.cuda.gds.GdsFile.md) - [torch.cuda.gds.gds_deregister_buffer](https://docs.pytorch.org/docs/stable/generated/torch.cuda.gds.gds_deregister_buffer.md) - [torch.cuda.gds.gds_register_buffer](https://docs.pytorch.org/docs/stable/generated/torch.cuda.gds.gds_register_buffer.md) - [torch.cuda.get_arch_list](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_arch_list.md) - [torch.cuda.get_device_capability](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.md) - [torch.cuda.get_device_name](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_device_name.md) - [torch.cuda.get_device_properties](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.md) - [torch.cuda.get_gencode_flags](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_gencode_flags.md) - [torch.cuda.get_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.md) - [torch.cuda.get_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.md) - [torch.cuda.get_stream_from_external](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_stream_from_external.md) - [torch.cuda.get_sync_debug_mode](https://docs.pytorch.org/docs/stable/generated/torch.cuda.get_sync_debug_mode.md) - [graph](https://docs.pytorch.org/docs/stable/generated/torch.cuda.graph.md) - [torch.cuda.graph_pool_handle](https://docs.pytorch.org/docs/stable/generated/torch.cuda.graph_pool_handle.md) - [CUDAGraph](https://docs.pytorch.org/docs/stable/generated/torch.cuda.graphs.CUDAGraph.md) - [graph](https://docs.pytorch.org/docs/stable/generated/torch.cuda.graphs.graph.md) - [torch.cuda.graphs.graph_pool_handle](https://docs.pytorch.org/docs/stable/generated/torch.cuda.graphs.graph_pool_handle.md) - [torch.cuda.graphs.is_current_stream_capturing](https://docs.pytorch.org/docs/stable/generated/torch.cuda.graphs.is_current_stream_capturing.md) - [torch.cuda.graphs.make_graphed_callables](https://docs.pytorch.org/docs/stable/generated/torch.cuda.graphs.make_graphed_callables.md) - [GreenContext](https://docs.pytorch.org/docs/stable/generated/torch.cuda.green_contexts.GreenContext.md) - [torch.cuda.init](https://docs.pytorch.org/docs/stable/generated/torch.cuda.init.md) - [torch.cuda.initial_seed](https://docs.pytorch.org/docs/stable/generated/torch.cuda.initial_seed.md) - [torch.cuda.ipc_collect](https://docs.pytorch.org/docs/stable/generated/torch.cuda.ipc_collect.md) - [torch.cuda.is_available](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_available.md) - [torch.cuda.is_bf16_supported](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_bf16_supported.md) - [torch.cuda.is_current_stream_capturing](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_current_stream_capturing.md) - [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.md) - [torch.cuda.is_tf32_supported](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_tf32_supported.md) - [torch.cuda.jiterator._create_jit_fn](https://docs.pytorch.org/docs/stable/generated/torch.cuda.jiterator._create_jit_fn.md) - [torch.cuda.jiterator._create_multi_output_jit_fn](https://docs.pytorch.org/docs/stable/generated/torch.cuda.jiterator._create_multi_output_jit_fn.md) - [torch.cuda.make_graphed_callables](https://docs.pytorch.org/docs/stable/generated/torch.cuda.make_graphed_callables.md) - [torch.cuda.manual_seed](https://docs.pytorch.org/docs/stable/generated/torch.cuda.manual_seed.md) - [torch.cuda.manual_seed_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.manual_seed_all.md) - [CUDAPluggableAllocator](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.CUDAPluggableAllocator.md) - [MemPool](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.MemPool.md) - [torch.cuda.memory.caching_allocator_alloc](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.caching_allocator_alloc.md) - [torch.cuda.memory.caching_allocator_delete](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.caching_allocator_delete.md) - [torch.cuda.memory.caching_allocator_disabled](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.caching_allocator_disabled.md) - [torch.cuda.memory.caching_allocator_enable](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.caching_allocator_enable.md) - [torch.cuda.memory.change_current_allocator](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.change_current_allocator.md) - [torch.cuda.memory.empty_cache](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.empty_cache.md) - [torch.cuda.memory.get_allocator_backend](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.get_allocator_backend.md) - [torch.cuda.memory.get_per_process_memory_fraction](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.get_per_process_memory_fraction.md) - [torch.cuda.memory.host_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.host_memory_stats.md) - [torch.cuda.memory.host_memory_stats_as_nested_dict](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.host_memory_stats_as_nested_dict.md) - [torch.cuda.memory.list_gpu_processes](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.list_gpu_processes.md) - [torch.cuda.memory.max_memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.max_memory_allocated.md) - [torch.cuda.memory.max_memory_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.max_memory_cached.md) - [torch.cuda.memory.max_memory_reserved](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.max_memory_reserved.md) - [torch.cuda.memory.mem_get_info](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.mem_get_info.md) - [torch.cuda.memory.memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.memory_allocated.md) - [torch.cuda.memory.memory_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.memory_cached.md) - [torch.cuda.memory.memory_reserved](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.memory_reserved.md) - [torch.cuda.memory.memory_snapshot](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.memory_snapshot.md) - [torch.cuda.memory.memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.memory_stats.md) - [torch.cuda.memory.memory_stats_as_nested_dict](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.memory_stats_as_nested_dict.md) - [torch.cuda.memory.memory_summary](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.memory_summary.md) - [torch.cuda.memory.reset_accumulated_host_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.reset_accumulated_host_memory_stats.md) - [torch.cuda.memory.reset_accumulated_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.reset_accumulated_memory_stats.md) - [torch.cuda.memory.reset_max_memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.reset_max_memory_allocated.md) - [torch.cuda.memory.reset_max_memory_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.reset_max_memory_cached.md) - [torch.cuda.memory.reset_peak_host_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.reset_peak_host_memory_stats.md) - [torch.cuda.memory.reset_peak_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.reset_peak_memory_stats.md) - [torch.cuda.memory.set_per_process_memory_fraction](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory.set_per_process_memory_fraction.md) - [torch.cuda.memory_usage](https://docs.pytorch.org/docs/stable/generated/torch.cuda.memory_usage.md) - [torch.cuda.nvtx.mark](https://docs.pytorch.org/docs/stable/generated/torch.cuda.nvtx.mark.md) - [torch.cuda.nvtx.range](https://docs.pytorch.org/docs/stable/generated/torch.cuda.nvtx.range.md) - [torch.cuda.nvtx.range_end](https://docs.pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_end.md) - [torch.cuda.nvtx.range_pop](https://docs.pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.md) - [torch.cuda.nvtx.range_push](https://docs.pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.md) - [torch.cuda.nvtx.range_start](https://docs.pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_start.md) - [torch.cuda.power_draw](https://docs.pytorch.org/docs/stable/generated/torch.cuda.power_draw.md) - [torch.cuda.profiler.profile](https://docs.pytorch.org/docs/stable/generated/torch.cuda.profiler.profile.md) - [torch.cuda.profiler.start](https://docs.pytorch.org/docs/stable/generated/torch.cuda.profiler.start.md) - [torch.cuda.profiler.stop](https://docs.pytorch.org/docs/stable/generated/torch.cuda.profiler.stop.md) - [torch.cuda.random.get_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.get_rng_state.md) - [torch.cuda.random.get_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.get_rng_state_all.md) - [torch.cuda.random.initial_seed](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.initial_seed.md) - [torch.cuda.random.manual_seed](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.manual_seed.md) - [torch.cuda.random.manual_seed_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.manual_seed_all.md) - [torch.cuda.random.seed](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.seed.md) - [torch.cuda.random.seed_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.seed_all.md) - [torch.cuda.random.set_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.set_rng_state.md) - [torch.cuda.random.set_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.random.set_rng_state_all.md) - [torch.cuda.seed](https://docs.pytorch.org/docs/stable/generated/torch.cuda.seed.md) - [torch.cuda.seed_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.seed_all.md) - [torch.cuda.set_device](https://docs.pytorch.org/docs/stable/generated/torch.cuda.set_device.md) - [torch.cuda.set_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.cuda.set_rng_state.md) - [torch.cuda.set_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.md) - [torch.cuda.set_stream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.set_stream.md) - [torch.cuda.set_sync_debug_mode](https://docs.pytorch.org/docs/stable/generated/torch.cuda.set_sync_debug_mode.md) - [torch.cuda.stream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.stream_function.md) - [Event](https://docs.pytorch.org/docs/stable/generated/torch.cuda.streams.Event.md) - [ExternalStream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.streams.ExternalStream.md) - [Stream](https://docs.pytorch.org/docs/stable/generated/torch.cuda.streams.Stream.md) - [torch.cuda.synchronize](https://docs.pytorch.org/docs/stable/generated/torch.cuda.synchronize.md) - [torch.cuda.temperature](https://docs.pytorch.org/docs/stable/generated/torch.cuda.temperature.md) - [torch.cuda.utilization](https://docs.pytorch.org/docs/stable/generated/torch.cuda.utilization.md) - [torch.cudnn_affine_grid_generator](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_affine_grid_generator.md) - [torch.cudnn_batch_norm](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_batch_norm.md) - [torch.cudnn_convolution](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_convolution.md) - [torch.cudnn_convolution_add_relu](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_convolution_add_relu.md) - [torch.cudnn_convolution_relu](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_convolution_relu.md) - [torch.cudnn_convolution_transpose](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_convolution_transpose.md) - [torch.cudnn_grid_sampler](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_grid_sampler.md) - [torch.cudnn_is_acceptable](https://docs.pytorch.org/docs/stable/generated/torch.cudnn_is_acceptable.md) - [torch.cummax](https://docs.pytorch.org/docs/stable/generated/torch.cummax.md) - [torch.cummin](https://docs.pytorch.org/docs/stable/generated/torch.cummin.md) - [torch.cumprod](https://docs.pytorch.org/docs/stable/generated/torch.cumprod.md) - [torch.cumsum](https://docs.pytorch.org/docs/stable/generated/torch.cumsum.md) - [torch.cumulative_trapezoid](https://docs.pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.md) - [torch.deg2rad](https://docs.pytorch.org/docs/stable/generated/torch.deg2rad.md) - [torch.deg2rad_](https://docs.pytorch.org/docs/stable/generated/torch.deg2rad_.md) - [dequantize](https://docs.pytorch.org/docs/stable/generated/torch.dequantize.md) - [torch.det](https://docs.pytorch.org/docs/stable/generated/torch.det.md) - [torch.detach](https://docs.pytorch.org/docs/stable/generated/torch.detach.md) - [torch.detach_](https://docs.pytorch.org/docs/stable/generated/torch.detach_.md) - [torch.detach_copy](https://docs.pytorch.org/docs/stable/generated/torch.detach_copy.md) - [torch.diag](https://docs.pytorch.org/docs/stable/generated/torch.diag.md) - [torch.diag_embed](https://docs.pytorch.org/docs/stable/generated/torch.diag_embed.md) - [torch.diagflat](https://docs.pytorch.org/docs/stable/generated/torch.diagflat.md) - [torch.diagonal](https://docs.pytorch.org/docs/stable/generated/torch.diagonal.md) - [torch.diagonal_copy](https://docs.pytorch.org/docs/stable/generated/torch.diagonal_copy.md) - [torch.diagonal_scatter](https://docs.pytorch.org/docs/stable/generated/torch.diagonal_scatter.md) - [torch.diff](https://docs.pytorch.org/docs/stable/generated/torch.diff.md) - [torch.digamma](https://docs.pytorch.org/docs/stable/generated/torch.digamma.md) - [torch.dist](https://docs.pytorch.org/docs/stable/generated/torch.dist.md) - [torch.distributions.constraint_registry.biject_to](https://docs.pytorch.org/docs/stable/generated/torch.distributions.constraint_registry.biject_to.md) - [torch.distributions.constraint_registry.transform_to](https://docs.pytorch.org/docs/stable/generated/torch.distributions.constraint_registry.transform_to.md) - [torch.distributions.constraints.dependent](https://docs.pytorch.org/docs/stable/generated/torch.distributions.constraints.dependent.md) - [torch.distributions.transforms.identity_transform](https://docs.pytorch.org/docs/stable/generated/torch.distributions.transforms.identity_transform.md) - [torch.distributions.utils.broadcast_all](https://docs.pytorch.org/docs/stable/generated/torch.distributions.utils.broadcast_all.md) - [torch.distributions.utils.clamp_probs](https://docs.pytorch.org/docs/stable/generated/torch.distributions.utils.clamp_probs.md) - [torch.distributions.utils.logits_to_probs](https://docs.pytorch.org/docs/stable/generated/torch.distributions.utils.logits_to_probs.md) - [torch.distributions.utils.probs_to_logits](https://docs.pytorch.org/docs/stable/generated/torch.distributions.utils.probs_to_logits.md) - [torch.distributions.utils.tril_matrix_to_vec](https://docs.pytorch.org/docs/stable/generated/torch.distributions.utils.tril_matrix_to_vec.md) - [torch.distributions.utils.vec_to_tril_matrix](https://docs.pytorch.org/docs/stable/generated/torch.distributions.utils.vec_to_tril_matrix.md) - [torch.div](https://docs.pytorch.org/docs/stable/generated/torch.div.md) - [torch.divide](https://docs.pytorch.org/docs/stable/generated/torch.divide.md) - [torch.dot](https://docs.pytorch.org/docs/stable/generated/torch.dot.md) - [torch.dropout_](https://docs.pytorch.org/docs/stable/generated/torch.dropout_.md) - [torch.dsmm](https://docs.pytorch.org/docs/stable/generated/torch.dsmm.md) - [torch.dsplit](https://docs.pytorch.org/docs/stable/generated/torch.dsplit.md) - [torch.dstack](https://docs.pytorch.org/docs/stable/generated/torch.dstack.md) - [torch.einsum](https://docs.pytorch.org/docs/stable/generated/torch.einsum.md) - [torch.embedding](https://docs.pytorch.org/docs/stable/generated/torch.embedding.md) - [torch.embedding_renorm_](https://docs.pytorch.org/docs/stable/generated/torch.embedding_renorm_.md) - [torch.empty](https://docs.pytorch.org/docs/stable/generated/torch.empty.md) - [torch.empty_like](https://docs.pytorch.org/docs/stable/generated/torch.empty_like.md) - [torch.empty_permuted](https://docs.pytorch.org/docs/stable/generated/torch.empty_permuted.md) - [torch.empty_quantized](https://docs.pytorch.org/docs/stable/generated/torch.empty_quantized.md) - [torch.empty_strided](https://docs.pytorch.org/docs/stable/generated/torch.empty_strided.md) - [enable_grad](https://docs.pytorch.org/docs/stable/generated/torch.enable_grad.md) - [torch.eq](https://docs.pytorch.org/docs/stable/generated/torch.eq.md) - [torch.equal](https://docs.pytorch.org/docs/stable/generated/torch.equal.md) - [torch.erf](https://docs.pytorch.org/docs/stable/generated/torch.erf.md) - [torch.erf_](https://docs.pytorch.org/docs/stable/generated/torch.erf_.md) - [torch.erfc](https://docs.pytorch.org/docs/stable/generated/torch.erfc.md) - [torch.erfc_](https://docs.pytorch.org/docs/stable/generated/torch.erfc_.md) - [torch.erfinv](https://docs.pytorch.org/docs/stable/generated/torch.erfinv.md) - [torch.exp](https://docs.pytorch.org/docs/stable/generated/torch.exp.md) - [torch.exp2](https://docs.pytorch.org/docs/stable/generated/torch.exp2.md) - [torch.exp2_](https://docs.pytorch.org/docs/stable/generated/torch.exp2_.md) - [torch.exp_](https://docs.pytorch.org/docs/stable/generated/torch.exp_.md) - [torch.expand_copy](https://docs.pytorch.org/docs/stable/generated/torch.expand_copy.md) - [torch.expm1](https://docs.pytorch.org/docs/stable/generated/torch.expm1.md) - [torch.expm1_](https://docs.pytorch.org/docs/stable/generated/torch.expm1_.md) - [torch.eye](https://docs.pytorch.org/docs/stable/generated/torch.eye.md) - [torch.fake_quantize_per_channel_affine](https://docs.pytorch.org/docs/stable/generated/torch.fake_quantize_per_channel_affine.md) - [torch.fake_quantize_per_tensor_affine](https://docs.pytorch.org/docs/stable/generated/torch.fake_quantize_per_tensor_affine.md) - [torch.fbgemm_linear_fp16_weight](https://docs.pytorch.org/docs/stable/generated/torch.fbgemm_linear_fp16_weight.md) - [torch.fbgemm_linear_fp16_weight_fp32_activation](https://docs.pytorch.org/docs/stable/generated/torch.fbgemm_linear_fp16_weight_fp32_activation.md) - [torch.fbgemm_linear_int8_weight](https://docs.pytorch.org/docs/stable/generated/torch.fbgemm_linear_int8_weight.md) - [torch.fbgemm_linear_int8_weight_fp32_activation](https://docs.pytorch.org/docs/stable/generated/torch.fbgemm_linear_int8_weight_fp32_activation.md) - [torch.fbgemm_linear_quantize_weight](https://docs.pytorch.org/docs/stable/generated/torch.fbgemm_linear_quantize_weight.md) - [torch.fbgemm_pack_gemm_matrix_fp16](https://docs.pytorch.org/docs/stable/generated/torch.fbgemm_pack_gemm_matrix_fp16.md) - [torch.fbgemm_pack_quantized_matrix](https://docs.pytorch.org/docs/stable/generated/torch.fbgemm_pack_quantized_matrix.md) - [torch.feature_alpha_dropout](https://docs.pytorch.org/docs/stable/generated/torch.feature_alpha_dropout.md) - [torch.feature_alpha_dropout_](https://docs.pytorch.org/docs/stable/generated/torch.feature_alpha_dropout_.md) - [torch.feature_dropout](https://docs.pytorch.org/docs/stable/generated/torch.feature_dropout.md) - [torch.feature_dropout_](https://docs.pytorch.org/docs/stable/generated/torch.feature_dropout_.md) - [torch.fft.fft](https://docs.pytorch.org/docs/stable/generated/torch.fft.fft.md) - [torch.fft.fft2](https://docs.pytorch.org/docs/stable/generated/torch.fft.fft2.md) - [torch.fft.fftfreq](https://docs.pytorch.org/docs/stable/generated/torch.fft.fftfreq.md) - [torch.fft.fftn](https://docs.pytorch.org/docs/stable/generated/torch.fft.fftn.md) - [torch.fft.fftshift](https://docs.pytorch.org/docs/stable/generated/torch.fft.fftshift.md) - [torch.fft.hfft](https://docs.pytorch.org/docs/stable/generated/torch.fft.hfft.md) - [torch.fft.hfft2](https://docs.pytorch.org/docs/stable/generated/torch.fft.hfft2.md) - [torch.fft.hfftn](https://docs.pytorch.org/docs/stable/generated/torch.fft.hfftn.md) - [torch.fft.ifft](https://docs.pytorch.org/docs/stable/generated/torch.fft.ifft.md) - [torch.fft.ifft2](https://docs.pytorch.org/docs/stable/generated/torch.fft.ifft2.md) - [torch.fft.ifftn](https://docs.pytorch.org/docs/stable/generated/torch.fft.ifftn.md) - [torch.fft.ifftshift](https://docs.pytorch.org/docs/stable/generated/torch.fft.ifftshift.md) - [torch.fft.ihfft](https://docs.pytorch.org/docs/stable/generated/torch.fft.ihfft.md) - [torch.fft.ihfft2](https://docs.pytorch.org/docs/stable/generated/torch.fft.ihfft2.md) - [torch.fft.ihfftn](https://docs.pytorch.org/docs/stable/generated/torch.fft.ihfftn.md) - [torch.fft.irfft](https://docs.pytorch.org/docs/stable/generated/torch.fft.irfft.md) - [torch.fft.irfft2](https://docs.pytorch.org/docs/stable/generated/torch.fft.irfft2.md) - [torch.fft.irfftn](https://docs.pytorch.org/docs/stable/generated/torch.fft.irfftn.md) - [torch.fft.rfft](https://docs.pytorch.org/docs/stable/generated/torch.fft.rfft.md) - [torch.fft.rfft2](https://docs.pytorch.org/docs/stable/generated/torch.fft.rfft2.md) - [torch.fft.rfftfreq](https://docs.pytorch.org/docs/stable/generated/torch.fft.rfftfreq.md) - [torch.fft.rfftn](https://docs.pytorch.org/docs/stable/generated/torch.fft.rfftn.md) - [torch.fill](https://docs.pytorch.org/docs/stable/generated/torch.fill.md) - [torch.fill_](https://docs.pytorch.org/docs/stable/generated/torch.fill_.md) - [torch.fix](https://docs.pytorch.org/docs/stable/generated/torch.fix.md) - [torch.fix_](https://docs.pytorch.org/docs/stable/generated/torch.fix_.md) - [torch.flatten](https://docs.pytorch.org/docs/stable/generated/torch.flatten.md) - [torch.flip](https://docs.pytorch.org/docs/stable/generated/torch.flip.md) - [torch.fliplr](https://docs.pytorch.org/docs/stable/generated/torch.fliplr.md) - [torch.flipud](https://docs.pytorch.org/docs/stable/generated/torch.flipud.md) - [torch.float_power](https://docs.pytorch.org/docs/stable/generated/torch.float_power.md) - [torch.floor](https://docs.pytorch.org/docs/stable/generated/torch.floor.md) - [torch.floor_](https://docs.pytorch.org/docs/stable/generated/torch.floor_.md) - [torch.floor_divide](https://docs.pytorch.org/docs/stable/generated/torch.floor_divide.md) - [torch.fmax](https://docs.pytorch.org/docs/stable/generated/torch.fmax.md) - [torch.fmin](https://docs.pytorch.org/docs/stable/generated/torch.fmin.md) - [torch.fmod](https://docs.pytorch.org/docs/stable/generated/torch.fmod.md) - [torch.fork](https://docs.pytorch.org/docs/stable/generated/torch.fork.md) - [torch.frac](https://docs.pytorch.org/docs/stable/generated/torch.frac.md) - [torch.frac_](https://docs.pytorch.org/docs/stable/generated/torch.frac_.md) - [torch.frexp](https://docs.pytorch.org/docs/stable/generated/torch.frexp.md) - [torch.from_dlpack](https://docs.pytorch.org/docs/stable/generated/torch.from_dlpack.md) - [torch.from_file](https://docs.pytorch.org/docs/stable/generated/torch.from_file.md) - [torch.from_numpy](https://docs.pytorch.org/docs/stable/generated/torch.from_numpy.md) - [torch.frombuffer](https://docs.pytorch.org/docs/stable/generated/torch.frombuffer.md) - [torch.full](https://docs.pytorch.org/docs/stable/generated/torch.full.md) - [torch.full_like](https://docs.pytorch.org/docs/stable/generated/torch.full_like.md) - [torch.func.debug_unwrap](https://docs.pytorch.org/docs/stable/generated/torch.func.debug_unwrap.md) - [torch.func.functional_call](https://docs.pytorch.org/docs/stable/generated/torch.func.functional_call.md) - [torch.func.functionalize](https://docs.pytorch.org/docs/stable/generated/torch.func.functionalize.md) - [torch.func.grad](https://docs.pytorch.org/docs/stable/generated/torch.func.grad.md) - [torch.func.grad_and_value](https://docs.pytorch.org/docs/stable/generated/torch.func.grad_and_value.md) - [torch.func.hessian](https://docs.pytorch.org/docs/stable/generated/torch.func.hessian.md) - [torch.func.jacfwd](https://docs.pytorch.org/docs/stable/generated/torch.func.jacfwd.md) - [torch.func.jacrev](https://docs.pytorch.org/docs/stable/generated/torch.func.jacrev.md) - [torch.func.jvp](https://docs.pytorch.org/docs/stable/generated/torch.func.jvp.md) - [torch.func.linearize](https://docs.pytorch.org/docs/stable/generated/torch.func.linearize.md) - [torch.func.rearrange](https://docs.pytorch.org/docs/stable/generated/torch.func.rearrange.md) - [torch.func.replace_all_batch_norm_modules_](https://docs.pytorch.org/docs/stable/generated/torch.func.replace_all_batch_norm_modules_.md) - [torch.func.stack_module_state](https://docs.pytorch.org/docs/stable/generated/torch.func.stack_module_state.md) - [torch.func.vjp](https://docs.pytorch.org/docs/stable/generated/torch.func.vjp.md) - [torch.func.vmap](https://docs.pytorch.org/docs/stable/generated/torch.func.vmap.md) - [torch.functional.atleast_1d](https://docs.pytorch.org/docs/stable/generated/torch.functional.atleast_1d.md) - [torch.functional.atleast_2d](https://docs.pytorch.org/docs/stable/generated/torch.functional.atleast_2d.md) - [torch.functional.atleast_3d](https://docs.pytorch.org/docs/stable/generated/torch.functional.atleast_3d.md) - [torch.functional.block_diag](https://docs.pytorch.org/docs/stable/generated/torch.functional.block_diag.md) - [torch.functional.broadcast_shapes](https://docs.pytorch.org/docs/stable/generated/torch.functional.broadcast_shapes.md) - [torch.functional.broadcast_tensors](https://docs.pytorch.org/docs/stable/generated/torch.functional.broadcast_tensors.md) - [torch.functional.cartesian_prod](https://docs.pytorch.org/docs/stable/generated/torch.functional.cartesian_prod.md) - [torch.functional.cdist](https://docs.pytorch.org/docs/stable/generated/torch.functional.cdist.md) - [torch.functional.chain_matmul](https://docs.pytorch.org/docs/stable/generated/torch.functional.chain_matmul.md) - [torch.functional.einsum](https://docs.pytorch.org/docs/stable/generated/torch.functional.einsum.md) - [torch.functional.lu](https://docs.pytorch.org/docs/stable/generated/torch.functional.lu.md) - [torch.functional.meshgrid](https://docs.pytorch.org/docs/stable/generated/torch.functional.meshgrid.md) - [torch.functional.norm](https://docs.pytorch.org/docs/stable/generated/torch.functional.norm.md) - [torch.functional.split](https://docs.pytorch.org/docs/stable/generated/torch.functional.split.md) - [torch.functional.stft](https://docs.pytorch.org/docs/stable/generated/torch.functional.stft.md) - [torch.functional.tensordot](https://docs.pytorch.org/docs/stable/generated/torch.functional.tensordot.md) - [torch.functional.unique](https://docs.pytorch.org/docs/stable/generated/torch.functional.unique.md) - [torch.functional.unique_consecutive](https://docs.pytorch.org/docs/stable/generated/torch.functional.unique_consecutive.md) - [torch.functional.unravel_index](https://docs.pytorch.org/docs/stable/generated/torch.functional.unravel_index.md) - [torch.fused_moving_avg_obs_fake_quant](https://docs.pytorch.org/docs/stable/generated/torch.fused_moving_avg_obs_fake_quant.md) - [torch.fx.annotate.annotate](https://docs.pytorch.org/docs/stable/generated/torch.fx.annotate.annotate.md) - [torch.fx.experimental.accelerator_partitioner.check_dependency](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.accelerator_partitioner.check_dependency.md) - [torch.fx.experimental.accelerator_partitioner.combine_two_partitions](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.accelerator_partitioner.combine_two_partitions.md) - [torch.fx.experimental.accelerator_partitioner.reorganize_partitions](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.accelerator_partitioner.reorganize_partitions.md) - [torch.fx.experimental.accelerator_partitioner.reset_partition_device](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.accelerator_partitioner.reset_partition_device.md) - [torch.fx.experimental.accelerator_partitioner.set_parents_and_children](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.accelerator_partitioner.set_parents_and_children.md) - [torch.fx.experimental.const_fold.get_unique_attr_name_in_module](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.const_fold.get_unique_attr_name_in_module.md) - [torch.fx.experimental.const_fold.split_const_subgraphs](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.const_fold.split_const_subgraphs.md) - [torch.fx.experimental.debug.set_trace](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.debug.set_trace.md) - [GraphTypeChecker](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.GraphTypeChecker.md) - [torch.fx.experimental.graph_gradual_typechecker.adaptiveavgpool2d_check](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.adaptiveavgpool2d_check.md) - [torch.fx.experimental.graph_gradual_typechecker.adaptiveavgpool2d_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.adaptiveavgpool2d_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.add_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.add_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.all_eq](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.all_eq.md) - [torch.fx.experimental.graph_gradual_typechecker.bn2d_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.bn2d_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.broadcast_types](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.broadcast_types.md) - [torch.fx.experimental.graph_gradual_typechecker.calculate_out_dimension](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.calculate_out_dimension.md) - [torch.fx.experimental.graph_gradual_typechecker.conv2d_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.conv2d_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.conv_refinement_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.conv_refinement_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.conv_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.conv_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.element_wise_eq](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.element_wise_eq.md) - [torch.fx.experimental.graph_gradual_typechecker.expand_to_tensor_dim](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.expand_to_tensor_dim.md) - [torch.fx.experimental.graph_gradual_typechecker.first_two_eq](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.first_two_eq.md) - [torch.fx.experimental.graph_gradual_typechecker.flatten_check](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.flatten_check.md) - [torch.fx.experimental.graph_gradual_typechecker.flatten_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.flatten_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.flatten_refinement_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.flatten_refinement_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.get_attr_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.get_attr_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.get_greatest_upper_bound](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.get_greatest_upper_bound.md) - [torch.fx.experimental.graph_gradual_typechecker.get_parameter](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.get_parameter.md) - [torch.fx.experimental.graph_gradual_typechecker.linear_check](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.linear_check.md) - [torch.fx.experimental.graph_gradual_typechecker.linear_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.linear_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.linear_refinement_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.linear_refinement_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.maxpool2d_check](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.maxpool2d_check.md) - [torch.fx.experimental.graph_gradual_typechecker.maxpool2d_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.maxpool2d_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.register_algebraic_expressions_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.register_algebraic_expressions_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.register_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.register_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.register_refinement_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.register_refinement_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.relu_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.relu_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.reshape_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.reshape_inference_rule.md) - [torch.fx.experimental.graph_gradual_typechecker.transpose_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.graph_gradual_typechecker.transpose_inference_rule.md) - [torch.fx.experimental.merge_matmul.are_nodes_independent](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.merge_matmul.are_nodes_independent.md) - [torch.fx.experimental.merge_matmul.may_depend_on](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.merge_matmul.may_depend_on.md) - [torch.fx.experimental.merge_matmul.merge_matmul](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.merge_matmul.merge_matmul.md) - [torch.fx.experimental.meta_tracer.embedding_override](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.embedding_override.md) - [torch.fx.experimental.meta_tracer.functional_relu_override](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.functional_relu_override.md) - [torch.fx.experimental.meta_tracer.gen_constructor_wrapper](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.gen_constructor_wrapper.md) - [torch.fx.experimental.meta_tracer.nn_layernorm_override](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.nn_layernorm_override.md) - [torch.fx.experimental.meta_tracer.proxys_to_metas](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.proxys_to_metas.md) - [torch.fx.experimental.meta_tracer.symbolic_trace](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.symbolic_trace.md) - [torch.fx.experimental.meta_tracer.torch_abs_override](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.torch_abs_override.md) - [torch.fx.experimental.meta_tracer.torch_nn_relu_override](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.torch_nn_relu_override.md) - [torch.fx.experimental.meta_tracer.torch_relu_override](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.torch_relu_override.md) - [torch.fx.experimental.meta_tracer.torch_where_override](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.meta_tracer.torch_where_override.md) - [torch.fx.experimental.migrate_gradual_types.constraint.is_algebraic_expression](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint.is_algebraic_expression.md) - [torch.fx.experimental.migrate_gradual_types.constraint.is_bool_expr](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint.is_bool_expr.md) - [torch.fx.experimental.migrate_gradual_types.constraint.is_dim](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint.is_dim.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.adaptive_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.adaptive_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.add_layer_norm_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.add_layer_norm_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.add_linear_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.add_linear_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.arange_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.arange_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.assert_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.assert_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.batchnorm_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.batchnorm_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.bmm_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.bmm_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.broadcasting_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.broadcasting_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.conv2d_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.conv2d_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.cumsum_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.cumsum_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.embedding_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.embedding_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.embedding_inference_rule_functional](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.embedding_inference_rule_functional.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.eq_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.eq_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.equality_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.equality_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.expand_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.expand_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.flatten_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.flatten_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.full_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.full_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.gen_broadcasting_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.gen_broadcasting_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.gen_embedding_rules](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.gen_embedding_rules.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.gen_layer_norm_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.gen_layer_norm_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.generate_flatten_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.generate_flatten_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.get_attr_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.get_attr_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.getitem_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.getitem_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.gt_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.gt_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.index_select_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.index_select_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.layer_norm_functional](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.layer_norm_functional.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.layer_norm_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.layer_norm_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.linear_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.linear_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.linear_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.linear_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.lt_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.lt_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.masked_fill_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.masked_fill_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.maxpool_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.maxpool_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.neq_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.neq_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.range_check](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.range_check.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.register_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.register_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.relu_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.relu_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.reshape_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.reshape_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.size_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.size_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.tensor_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.tensor_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.torch_dim_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.torch_dim_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.torch_linear_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.torch_linear_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.transpose_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.transpose_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.type_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.type_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_generator.view_inference_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_generator.view_inference_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.apply_padding](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.apply_padding.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.broadcast_dim](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.broadcast_dim.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.calc_last_two_dims](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.calc_last_two_dims.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.create_equality_constraints_for_broadcasting](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.create_equality_constraints_for_broadcasting.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_all_reshape_possibilities](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_all_reshape_possibilities.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_broadcasting_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_broadcasting_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_consistency_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_consistency_constraints.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_greatest_upper_bound](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_greatest_upper_bound.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_lists_of_dims](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.gen_lists_of_dims.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_all_broadcasting_possibilities_no_padding](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_all_broadcasting_possibilities_no_padding.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_all_int_dyn_dim_possibilities](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_all_int_dyn_dim_possibilities.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_binconstraint_d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_binconstraint_d.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_binconstraint_t](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_binconstraint_t.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_broadcasting](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_broadcasting.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_calc_conv](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_calc_conv.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_calc_maxpool](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_calc_maxpool.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_calc_product](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_calc_product.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_conj](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_conj.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_d_gub](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_d_gub.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_disj](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_disj.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_gub](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_gub.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_reshape](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.generate_reshape.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.is_dim_div_by_target](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.is_dim_div_by_target.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.is_target_div_by_dim](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.is_target_div_by_dim.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.no_broadcast_dim_with_index](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.no_broadcast_dim_with_index.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.register_transformation_rule](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.register_transformation_rule.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_constraint](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_constraint.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_get_item](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_get_item.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_get_item_tensor](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_get_item_tensor.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_index_select](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_index_select.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_transpose](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.transform_transpose.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.valid_index](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.valid_index.md) - [torch.fx.experimental.migrate_gradual_types.constraint_transformation.valid_index_tensor](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.constraint_transformation.valid_index_tensor.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.evaluate_conditional_with_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.evaluate_conditional_with_constraints.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.iterate_till_fixed_point](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.iterate_till_fixed_point.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_algebraic_expression](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_algebraic_expression.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_all_constraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_all_constraints.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_all_constraints_trace_time](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_all_constraints_trace_time.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_dimension](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_dimension.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_to_z3](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_to_z3.md) - [torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_var](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.migrate_gradual_types.transform_to_z3.transform_var.md) - [torch.fx.experimental.optimization.extract_subgraph](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.extract_subgraph.md) - [torch.fx.experimental.optimization.gen_mkl_autotuner](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.gen_mkl_autotuner.md) - [torch.fx.experimental.optimization.matches_module_pattern](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.matches_module_pattern.md) - [torch.fx.experimental.optimization.modules_to_mkldnn](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.modules_to_mkldnn.md) - [torch.fx.experimental.optimization.optimize_for_inference](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.optimize_for_inference.md) - [torch.fx.experimental.optimization.remove_dropout](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.remove_dropout.md) - [torch.fx.experimental.optimization.replace_node_module](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.replace_node_module.md) - [torch.fx.experimental.optimization.reset_modules](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.reset_modules.md) - [torch.fx.experimental.optimization.use_mkl_length](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.optimization.use_mkl_length.md) - [torch.fx.experimental.proxy_tensor.decompose](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.decompose.md) - [torch.fx.experimental.proxy_tensor.disable_autocast_cache](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.disable_autocast_cache.md) - [torch.fx.experimental.proxy_tensor.disable_proxy_modes_tracing](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.disable_proxy_modes_tracing.md) - [torch.fx.experimental.proxy_tensor.dispatch_trace](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.dispatch_trace.md) - [torch.fx.experimental.proxy_tensor.extract_val](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.extract_val.md) - [torch.fx.experimental.proxy_tensor.fake_signature](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.fake_signature.md) - [torch.fx.experimental.proxy_tensor.fetch_object_proxy](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.fetch_object_proxy.md) - [torch.fx.experimental.proxy_tensor.fetch_sym_proxy](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.fetch_sym_proxy.md) - [torch.fx.experimental.proxy_tensor.get_innermost_proxy_mode](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.get_innermost_proxy_mode.md) - [torch.fx.experimental.proxy_tensor.get_proxy_mode](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.get_proxy_mode.md) - [torch.fx.experimental.proxy_tensor.handle_sym_dispatch](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.handle_sym_dispatch.md) - [torch.fx.experimental.proxy_tensor.has_proxy_slot](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.has_proxy_slot.md) - [torch.fx.experimental.proxy_tensor.is_sym_node](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.is_sym_node.md) - [torch.fx.experimental.proxy_tensor.make_fx](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.make_fx.md) - [torch.fx.experimental.proxy_tensor.maybe_disable_thunkify](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.maybe_disable_thunkify.md) - [torch.fx.experimental.proxy_tensor.maybe_enable_thunkify](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.maybe_enable_thunkify.md) - [torch.fx.experimental.proxy_tensor.maybe_handle_decomp](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.maybe_handle_decomp.md) - [torch.fx.experimental.proxy_tensor.proxy_call](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.proxy_call.md) - [torch.fx.experimental.proxy_tensor.selective_decompose](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.selective_decompose.md) - [torch.fx.experimental.proxy_tensor.set_meta](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.set_meta.md) - [torch.fx.experimental.proxy_tensor.set_original_aten_op](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.set_original_aten_op.md) - [torch.fx.experimental.proxy_tensor.set_proxy_slot](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.set_proxy_slot.md) - [torch.fx.experimental.proxy_tensor.snapshot_fake](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.snapshot_fake.md) - [torch.fx.experimental.proxy_tensor.thunkify](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.thunkify.md) - [torch.fx.experimental.proxy_tensor.track_tensor](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.track_tensor.md) - [torch.fx.experimental.proxy_tensor.track_tensor_tree](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.proxy_tensor.track_tensor_tree.md) - [torch.fx.experimental.recording.record_shapeenv_event](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.recording.record_shapeenv_event.md) - [torch.fx.experimental.recording.replay_shape_env_events](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.recording.replay_shape_env_events.md) - [torch.fx.experimental.recording.shape_env_check_state_equal](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.recording.shape_env_check_state_equal.md) - [torch.fx.experimental.sym_node.is_channels_last_contiguous_2d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.is_channels_last_contiguous_2d.md) - [torch.fx.experimental.sym_node.is_channels_last_contiguous_3d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.is_channels_last_contiguous_3d.md) - [torch.fx.experimental.sym_node.is_channels_last_strides_2d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.is_channels_last_strides_2d.md) - [torch.fx.experimental.sym_node.is_channels_last_strides_3d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.is_channels_last_strides_3d.md) - [torch.fx.experimental.sym_node.is_contiguous](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.is_contiguous.md) - [torch.fx.experimental.sym_node.is_non_overlapping_and_dense_indicator](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.is_non_overlapping_and_dense_indicator.md) - [torch.fx.experimental.sym_node.method_to_operator](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.method_to_operator.md) - [torch.fx.experimental.sym_node.sympy_is_channels_last_contiguous_2d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.sympy_is_channels_last_contiguous_2d.md) - [torch.fx.experimental.sym_node.sympy_is_channels_last_contiguous_3d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.sympy_is_channels_last_contiguous_3d.md) - [torch.fx.experimental.sym_node.sympy_is_channels_last_strides_2d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.sympy_is_channels_last_strides_2d.md) - [torch.fx.experimental.sym_node.sympy_is_channels_last_strides_3d](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.sympy_is_channels_last_strides_3d.md) - [torch.fx.experimental.sym_node.sympy_is_channels_last_strides_generic](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.sympy_is_channels_last_strides_generic.md) - [torch.fx.experimental.sym_node.sympy_is_contiguous](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.sympy_is_contiguous.md) - [torch.fx.experimental.sym_node.sympy_is_contiguous_generic](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.sympy_is_contiguous_generic.md) - [torch.fx.experimental.sym_node.to_node](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.sym_node.to_node.md) - [CallMethodKey](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.CallMethodKey.md) - [ConvertIntKey](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.ConvertIntKey.md) - [DimConstraints](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.DimConstraints.md) - [DimDynamic](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.DimDynamic.md) - [DivideByKey](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.DivideByKey.md) - [EqualityConstraint](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.EqualityConstraint.md) - [InnerTensorKey](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.InnerTensorKey.md) - [PropagateUnbackedSymInts](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.PropagateUnbackedSymInts.md) - [RelaxedUnspecConstraint](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.RelaxedUnspecConstraint.md) - [ShapeEnv](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.ShapeEnv.md) - [ShapeEnvSettings](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.ShapeEnvSettings.md) - [Specialization](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.Specialization.md) - [StatefulSymbolicContext](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.StatefulSymbolicContext.md) - [StatelessSymbolicContext](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.StatelessSymbolicContext.md) - [StrictMinMaxConstraint](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.StrictMinMaxConstraint.md) - [SubclassSymbolicContext](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.SubclassSymbolicContext.md) - [SymIntEqByExpr](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.SymIntEqByExpr.md) - [SymIntSymbolicContext](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.SymIntSymbolicContext.md) - [SymbolicContext](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.SymbolicContext.md) - [TrackedFake](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.TrackedFake.md) - [ValueRangesSLoc](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.ValueRangesSLoc.md) - [torch.fx.experimental.symbolic_shapes.canonicalize_bool_expr](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.canonicalize_bool_expr.md) - [torch.fx.experimental.symbolic_shapes.cast_symbool_to_symint_guardless](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.cast_symbool_to_symint_guardless.md) - [torch.fx.experimental.symbolic_shapes.check_consistent](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.check_consistent.md) - [torch.fx.experimental.symbolic_shapes.compute_unbacked_bindings](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.compute_unbacked_bindings.md) - [torch.fx.experimental.symbolic_shapes.constrain_range](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.constrain_range.md) - [torch.fx.experimental.symbolic_shapes.constrain_unify](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.constrain_unify.md) - [torch.fx.experimental.symbolic_shapes.create_contiguous](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.create_contiguous.md) - [torch.fx.experimental.symbolic_shapes.error](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.error.md) - [torch.fx.experimental.symbolic_shapes.eval_guards](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.eval_guards.md) - [torch.fx.experimental.symbolic_shapes.eval_is_non_overlapping_and_dense](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.eval_is_non_overlapping_and_dense.md) - [torch.fx.experimental.symbolic_shapes.expect_true](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.expect_true.md) - [torch.fx.experimental.symbolic_shapes.find_symbol_binding_fx_nodes](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.find_symbol_binding_fx_nodes.md) - [torch.fx.experimental.symbolic_shapes.free_symbols](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.free_symbols.md) - [torch.fx.experimental.symbolic_shapes.free_unbacked_symbols](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.free_unbacked_symbols.md) - [torch.fx.experimental.symbolic_shapes.fx_placeholder_targets](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.fx_placeholder_targets.md) - [torch.fx.experimental.symbolic_shapes.fx_placeholder_vals](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.fx_placeholder_vals.md) - [torch.fx.experimental.symbolic_shapes.guard_bool](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guard_bool.md) - [torch.fx.experimental.symbolic_shapes.guard_float](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guard_float.md) - [torch.fx.experimental.symbolic_shapes.guard_int](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guard_int.md) - [torch.fx.experimental.symbolic_shapes.guard_or_false](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guard_or_false.md) - [torch.fx.experimental.symbolic_shapes.guard_or_true](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guard_or_true.md) - [torch.fx.experimental.symbolic_shapes.guard_scalar](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guard_scalar.md) - [torch.fx.experimental.symbolic_shapes.guard_size_oblivious](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guard_size_oblivious.md) - [torch.fx.experimental.symbolic_shapes.guarding_hint_or_throw](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.guarding_hint_or_throw.md) - [torch.fx.experimental.symbolic_shapes.has_free_symbols](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.has_free_symbols.md) - [torch.fx.experimental.symbolic_shapes.has_free_unbacked_symbols](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.has_free_unbacked_symbols.md) - [torch.fx.experimental.symbolic_shapes.has_guarding_hint](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.has_guarding_hint.md) - [torch.fx.experimental.symbolic_shapes.has_static_value](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.has_static_value.md) - [torch.fx.experimental.symbolic_shapes.has_symbolic_sizes_strides](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.has_symbolic_sizes_strides.md) - [torch.fx.experimental.symbolic_shapes.is_accessor_node](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.is_accessor_node.md) - [torch.fx.experimental.symbolic_shapes.is_concrete_bool](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.is_concrete_bool.md) - [torch.fx.experimental.symbolic_shapes.is_concrete_float](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.is_concrete_float.md) - [torch.fx.experimental.symbolic_shapes.is_concrete_int](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.is_concrete_int.md) - [torch.fx.experimental.symbolic_shapes.is_nested_int](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.is_nested_int.md) - [torch.fx.experimental.symbolic_shapes.is_symbol_binding_fx_node](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.is_symbol_binding_fx_node.md) - [torch.fx.experimental.symbolic_shapes.is_symbolic](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.is_symbolic.md) - [torch.fx.experimental.symbolic_shapes.log_lru_cache_stats](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.log_lru_cache_stats.md) - [torch.fx.experimental.symbolic_shapes.lru_cache](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.lru_cache.md) - [torch.fx.experimental.symbolic_shapes.optimization_hint](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.optimization_hint.md) - [torch.fx.experimental.symbolic_shapes.rebind_unbacked](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.rebind_unbacked.md) - [torch.fx.experimental.symbolic_shapes.resolve_unbacked_bindings](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.resolve_unbacked_bindings.md) - [torch.fx.experimental.symbolic_shapes.statically_known_false](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.statically_known_false.md) - [torch.fx.experimental.symbolic_shapes.statically_known_true](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.statically_known_true.md) - [torch.fx.experimental.symbolic_shapes.sym_and](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.sym_and.md) - [torch.fx.experimental.symbolic_shapes.sym_eq](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.sym_eq.md) - [torch.fx.experimental.symbolic_shapes.sym_or](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.symbolic_shapes.sym_or.md) - [torch.fx.experimental.unification.core.reify](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.core.reify.md) - [torch.fx.experimental.unification.match.edge](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.match.edge.md) - [torch.fx.experimental.unification.match.match](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.match.match.md) - [torch.fx.experimental.unification.match.ordering](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.match.ordering.md) - [torch.fx.experimental.unification.match.supercedes](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.match.supercedes.md) - [torch.fx.experimental.unification.more.reify_object](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.more.reify_object.md) - [torch.fx.experimental.unification.more.unifiable](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.more.unifiable.md) - [torch.fx.experimental.unification.more.unify_object](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.more.unify_object.md) - [torch.fx.experimental.unification.multipledispatch.conflict.ambiguities](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.conflict.ambiguities.md) - [torch.fx.experimental.unification.multipledispatch.conflict.ambiguous](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.conflict.ambiguous.md) - [torch.fx.experimental.unification.multipledispatch.conflict.consistent](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.conflict.consistent.md) - [torch.fx.experimental.unification.multipledispatch.conflict.edge](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.conflict.edge.md) - [torch.fx.experimental.unification.multipledispatch.conflict.ordering](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.conflict.ordering.md) - [torch.fx.experimental.unification.multipledispatch.conflict.super_signature](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.conflict.super_signature.md) - [torch.fx.experimental.unification.multipledispatch.conflict.supercedes](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.conflict.supercedes.md) - [torch.fx.experimental.unification.multipledispatch.core.dispatch](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.core.dispatch.md) - [torch.fx.experimental.unification.multipledispatch.core.ismethod](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.core.ismethod.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.ambiguity_warn](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.ambiguity_warn.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.halt_ordering](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.halt_ordering.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.restart_ordering](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.restart_ordering.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.source](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.source.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.str_signature](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.str_signature.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.variadic_signature_matches](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.variadic_signature_matches.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.variadic_signature_matches_iter](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.variadic_signature_matches_iter.md) - [torch.fx.experimental.unification.multipledispatch.dispatcher.warning_text](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.dispatcher.warning_text.md) - [torch.fx.experimental.unification.multipledispatch.utils.expand_tuples](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.utils.expand_tuples.md) - [torch.fx.experimental.unification.multipledispatch.utils.groupby](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.utils.groupby.md) - [torch.fx.experimental.unification.multipledispatch.utils.raises](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.utils.raises.md) - [torch.fx.experimental.unification.multipledispatch.utils.reverse_dict](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.utils.reverse_dict.md) - [torch.fx.experimental.unification.multipledispatch.utils.typename](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.utils.typename.md) - [torch.fx.experimental.unification.multipledispatch.variadic.isvariadic](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.multipledispatch.variadic.isvariadic.md) - [torch.fx.experimental.unification.unification_tools.assoc](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.assoc.md) - [torch.fx.experimental.unification.unification_tools.assoc_in](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.assoc_in.md) - [torch.fx.experimental.unification.unification_tools.dissoc](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.dissoc.md) - [torch.fx.experimental.unification.unification_tools.first](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.first.md) - [torch.fx.experimental.unification.unification_tools.get_in](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.get_in.md) - [torch.fx.experimental.unification.unification_tools.groupby](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.groupby.md) - [torch.fx.experimental.unification.unification_tools.itemfilter](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.itemfilter.md) - [torch.fx.experimental.unification.unification_tools.itemmap](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.itemmap.md) - [torch.fx.experimental.unification.unification_tools.keyfilter](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.keyfilter.md) - [torch.fx.experimental.unification.unification_tools.keymap](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.keymap.md) - [torch.fx.experimental.unification.unification_tools.merge](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.merge.md) - [torch.fx.experimental.unification.unification_tools.merge_with](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.merge_with.md) - [torch.fx.experimental.unification.unification_tools.update_in](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.update_in.md) - [torch.fx.experimental.unification.unification_tools.valfilter](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.valfilter.md) - [torch.fx.experimental.unification.unification_tools.valmap](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.unification_tools.valmap.md) - [torch.fx.experimental.unification.utils.freeze](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.utils.freeze.md) - [torch.fx.experimental.unification.utils.hashable](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.utils.hashable.md) - [torch.fx.experimental.unification.utils.raises](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.utils.raises.md) - [torch.fx.experimental.unification.utils.reverse_dict](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.utils.reverse_dict.md) - [torch.fx.experimental.unification.utils.transitive_get](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.utils.transitive_get.md) - [torch.fx.experimental.unification.utils.xfail](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.utils.xfail.md) - [torch.fx.experimental.unification.variable.var](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.variable.var.md) - [torch.fx.experimental.unification.variable.variables](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.variable.variables.md) - [torch.fx.experimental.unification.variable.vars](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unification.variable.vars.md) - [torch.fx.experimental.unify_refinements.check_for_type_equality](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unify_refinements.check_for_type_equality.md) - [torch.fx.experimental.unify_refinements.convert_eq](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unify_refinements.convert_eq.md) - [torch.fx.experimental.unify_refinements.infer_symbolic_types](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unify_refinements.infer_symbolic_types.md) - [torch.fx.experimental.unify_refinements.infer_symbolic_types_single_pass](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unify_refinements.infer_symbolic_types_single_pass.md) - [torch.fx.experimental.unify_refinements.substitute_all_types](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unify_refinements.substitute_all_types.md) - [torch.fx.experimental.unify_refinements.substitute_solution_one_type](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unify_refinements.substitute_solution_one_type.md) - [torch.fx.experimental.unify_refinements.unify_eq](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.unify_refinements.unify_eq.md) - [TranslationValidator](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.validator.TranslationValidator.md) - [torch.fx.experimental.validator.bisect](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.validator.bisect.md) - [torch.fx.experimental.validator.translation_validation_enabled](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.validator.translation_validation_enabled.md) - [torch.fx.experimental.validator.translation_validation_timeout](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.validator.translation_validation_timeout.md) - [torch.fx.experimental.validator.z3op](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.validator.z3op.md) - [torch.fx.experimental.validator.z3str](https://docs.pytorch.org/docs/stable/generated/torch.fx.experimental.validator.z3str.md) - [CodeGen](https://docs.pytorch.org/docs/stable/generated/torch.fx.graph.CodeGen.md) - [torch.fx.graph_module.reduce_graph_module](https://docs.pytorch.org/docs/stable/generated/torch.fx.graph_module.reduce_graph_module.md) - [torch.fx.graph_module.reduce_package_graph_module](https://docs.pytorch.org/docs/stable/generated/torch.fx.graph_module.reduce_package_graph_module.md) - [torch.fx.node.has_side_effect](https://docs.pytorch.org/docs/stable/generated/torch.fx.node.has_side_effect.md) - [torch.fx.node.map_aggregate](https://docs.pytorch.org/docs/stable/generated/torch.fx.node.map_aggregate.md) - [torch.fx.node.map_arg](https://docs.pytorch.org/docs/stable/generated/torch.fx.node.map_arg.md) - [torch.fx.operator_schemas.check_for_mutable_operation](https://docs.pytorch.org/docs/stable/generated/torch.fx.operator_schemas.check_for_mutable_operation.md) - [torch.fx.operator_schemas.create_type_hint](https://docs.pytorch.org/docs/stable/generated/torch.fx.operator_schemas.create_type_hint.md) - [torch.fx.operator_schemas.get_signature_for_torch_op](https://docs.pytorch.org/docs/stable/generated/torch.fx.operator_schemas.get_signature_for_torch_op.md) - [torch.fx.operator_schemas.normalize_function](https://docs.pytorch.org/docs/stable/generated/torch.fx.operator_schemas.normalize_function.md) - [torch.fx.operator_schemas.normalize_module](https://docs.pytorch.org/docs/stable/generated/torch.fx.operator_schemas.normalize_module.md) - [torch.fx.operator_schemas.type_matches](https://docs.pytorch.org/docs/stable/generated/torch.fx.operator_schemas.type_matches.md) - [torch.fx.passes.backends.cudagraphs.partition_cudagraphs](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.backends.cudagraphs.partition_cudagraphs.md) - [torch.fx.passes.graph_manipulation.replace_target_nodes_with](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.graph_manipulation.replace_target_nodes_with.md) - [GraphTransformObserver](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.graph_transform_observer.GraphTransformObserver.md) - [torch.fx.passes.infra.pass_manager.pass_result_wrapper](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.infra.pass_manager.pass_result_wrapper.md) - [torch.fx.passes.infra.pass_manager.this_before_that_pass_constraint](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.infra.pass_manager.this_before_that_pass_constraint.md) - [torch.fx.passes.operator_support.any_chain](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.operator_support.any_chain.md) - [torch.fx.passes.operator_support.chain](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.operator_support.chain.md) - [torch.fx.passes.operator_support.create_op_support](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.operator_support.create_op_support.md) - [torch.fx.passes.pass_manager.inplace_wrapper](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.pass_manager.inplace_wrapper.md) - [torch.fx.passes.pass_manager.log_hook](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.pass_manager.log_hook.md) - [torch.fx.passes.pass_manager.loop_pass](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.pass_manager.loop_pass.md) - [torch.fx.passes.pass_manager.these_before_those_pass_constraint](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.pass_manager.these_before_those_pass_constraint.md) - [torch.fx.passes.pass_manager.this_before_that_pass_constraint](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.pass_manager.this_before_that_pass_constraint.md) - [torch.fx.passes.regional_inductor.regional_inductor](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.regional_inductor.regional_inductor.md) - [torch.fx.passes.reinplace.reinplace](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.reinplace.reinplace.md) - [torch.fx.passes.runtime_assert.insert_deferred_runtime_asserts](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.runtime_assert.insert_deferred_runtime_asserts.md) - [TensorMetadata](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.shape_prop.TensorMetadata.md) - [torch.fx.passes.split_utils.setattr_recursive](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.split_utils.setattr_recursive.md) - [NodeEvent](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.splitter_base.NodeEvent.md) - [NodeEventTracker](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.splitter_base.NodeEventTracker.md) - [torch.fx.passes.tools_common.is_node_output_tensor](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.tools_common.is_node_output_tensor.md) - [torch.fx.passes.utils.common.compare_graphs](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.utils.common.compare_graphs.md) - [torch.fx.passes.utils.fuser_utils.erase_nodes](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.utils.fuser_utils.erase_nodes.md) - [torch.fx.passes.utils.fuser_utils.topo_sort](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.utils.fuser_utils.topo_sort.md) - [torch.fx.passes.utils.fuser_utils.validate_partition](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.utils.fuser_utils.validate_partition.md) - [SubgraphMatcherWithNameNodeMap](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.utils.matcher_with_name_node_map_utils.SubgraphMatcherWithNameNodeMap.md) - [torch.fx.passes.utils.source_matcher_utils.check_subgraphs_connected](https://docs.pytorch.org/docs/stable/generated/torch.fx.passes.utils.source_matcher_utils.check_subgraphs_connected.md) - [GraphAppendingTracer](https://docs.pytorch.org/docs/stable/generated/torch.fx.proxy.GraphAppendingTracer.md) - [torch.fx.subgraph_rewriter.replace_pattern](https://docs.pytorch.org/docs/stable/generated/torch.fx.subgraph_rewriter.replace_pattern.md) - [torch.fx.subgraph_rewriter.replace_pattern_with_filters](https://docs.pytorch.org/docs/stable/generated/torch.fx.subgraph_rewriter.replace_pattern_with_filters.md) - [torch.fx.tensor_type.is_consistent](https://docs.pytorch.org/docs/stable/generated/torch.fx.tensor_type.is_consistent.md) - [torch.fx.tensor_type.is_more_precise](https://docs.pytorch.org/docs/stable/generated/torch.fx.tensor_type.is_more_precise.md) - [NodeSource](https://docs.pytorch.org/docs/stable/generated/torch.fx.traceback.NodeSource.md) - [NodeSourceAction](https://docs.pytorch.org/docs/stable/generated/torch.fx.traceback.NodeSourceAction.md) - [torch.fx.traceback.annotate_fn](https://docs.pytorch.org/docs/stable/generated/torch.fx.traceback.annotate_fn.md) - [torch.fx.traceback.get_graph_provenance_json](https://docs.pytorch.org/docs/stable/generated/torch.fx.traceback.get_graph_provenance_json.md) - [torch.gather](https://docs.pytorch.org/docs/stable/generated/torch.gather.md) - [torch.gcd](https://docs.pytorch.org/docs/stable/generated/torch.gcd.md) - [torch.gcd_](https://docs.pytorch.org/docs/stable/generated/torch.gcd_.md) - [torch.ge](https://docs.pytorch.org/docs/stable/generated/torch.ge.md) - [torch.geqrf](https://docs.pytorch.org/docs/stable/generated/torch.geqrf.md) - [torch.ger](https://docs.pytorch.org/docs/stable/generated/torch.ger.md) - [torch.get_autocast_cpu_dtype](https://docs.pytorch.org/docs/stable/generated/torch.get_autocast_cpu_dtype.md) - [torch.get_autocast_dtype](https://docs.pytorch.org/docs/stable/generated/torch.get_autocast_dtype.md) - [torch.get_autocast_gpu_dtype](https://docs.pytorch.org/docs/stable/generated/torch.get_autocast_gpu_dtype.md) - [torch.get_autocast_ipu_dtype](https://docs.pytorch.org/docs/stable/generated/torch.get_autocast_ipu_dtype.md) - [torch.get_autocast_xla_dtype](https://docs.pytorch.org/docs/stable/generated/torch.get_autocast_xla_dtype.md) - [torch.get_default_device](https://docs.pytorch.org/docs/stable/generated/torch.get_default_device.md) - [torch.get_default_dtype](https://docs.pytorch.org/docs/stable/generated/torch.get_default_dtype.md) - [torch.get_deterministic_debug_mode](https://docs.pytorch.org/docs/stable/generated/torch.get_deterministic_debug_mode.md) - [torch.get_device](https://docs.pytorch.org/docs/stable/generated/torch.get_device.md) - [torch.get_device_module](https://docs.pytorch.org/docs/stable/generated/torch.get_device_module.md) - [torch.get_float32_matmul_precision](https://docs.pytorch.org/docs/stable/generated/torch.get_float32_matmul_precision.md) - [torch.get_num_interop_threads](https://docs.pytorch.org/docs/stable/generated/torch.get_num_interop_threads.md) - [torch.get_num_threads](https://docs.pytorch.org/docs/stable/generated/torch.get_num_threads.md) - [torch.get_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.get_rng_state.md) - [torch.gradient](https://docs.pytorch.org/docs/stable/generated/torch.gradient.md) - [torch.greater](https://docs.pytorch.org/docs/stable/generated/torch.greater.md) - [torch.greater_equal](https://docs.pytorch.org/docs/stable/generated/torch.greater_equal.md) - [torch.grid_sampler_2d](https://docs.pytorch.org/docs/stable/generated/torch.grid_sampler_2d.md) - [torch.grid_sampler_3d](https://docs.pytorch.org/docs/stable/generated/torch.grid_sampler_3d.md) - [torch.group_norm](https://docs.pytorch.org/docs/stable/generated/torch.group_norm.md) - [torch.gru](https://docs.pytorch.org/docs/stable/generated/torch.gru.md) - [torch.gru_cell](https://docs.pytorch.org/docs/stable/generated/torch.gru_cell.md) - [torch.gt](https://docs.pytorch.org/docs/stable/generated/torch.gt.md) - [torch.hamming_window](https://docs.pytorch.org/docs/stable/generated/torch.hamming_window.md) - [torch.hann_window](https://docs.pytorch.org/docs/stable/generated/torch.hann_window.md) - [torch.hardshrink](https://docs.pytorch.org/docs/stable/generated/torch.hardshrink.md) - [torch.hash_tensor](https://docs.pytorch.org/docs/stable/generated/torch.hash_tensor.md) - [torch.heaviside](https://docs.pytorch.org/docs/stable/generated/torch.heaviside.md) - [torch.hinge_embedding_loss](https://docs.pytorch.org/docs/stable/generated/torch.hinge_embedding_loss.md) - [torch.histc](https://docs.pytorch.org/docs/stable/generated/torch.histc.md) - [torch.histogram](https://docs.pytorch.org/docs/stable/generated/torch.histogram.md) - [torch.histogramdd](https://docs.pytorch.org/docs/stable/generated/torch.histogramdd.md) - [torch.hsmm](https://docs.pytorch.org/docs/stable/generated/torch.hsmm.md) - [torch.hsplit](https://docs.pytorch.org/docs/stable/generated/torch.hsplit.md) - [torch.hspmm](https://docs.pytorch.org/docs/stable/generated/torch.hspmm.md) - [torch.hstack](https://docs.pytorch.org/docs/stable/generated/torch.hstack.md) - [torch.hypot](https://docs.pytorch.org/docs/stable/generated/torch.hypot.md) - [torch.i0](https://docs.pytorch.org/docs/stable/generated/torch.i0.md) - [torch.i0_](https://docs.pytorch.org/docs/stable/generated/torch.i0_.md) - [torch.igamma](https://docs.pytorch.org/docs/stable/generated/torch.igamma.md) - [torch.igammac](https://docs.pytorch.org/docs/stable/generated/torch.igammac.md) - [torch.imag](https://docs.pytorch.org/docs/stable/generated/torch.imag.md) - [torch.import_ir_module](https://docs.pytorch.org/docs/stable/generated/torch.import_ir_module.md) - [torch.import_ir_module_from_buffer](https://docs.pytorch.org/docs/stable/generated/torch.import_ir_module_from_buffer.md) - [torch.index_add](https://docs.pytorch.org/docs/stable/generated/torch.index_add.md) - [torch.index_copy](https://docs.pytorch.org/docs/stable/generated/torch.index_copy.md) - [torch.index_put_](https://docs.pytorch.org/docs/stable/generated/torch.index_put_.md) - [torch.index_reduce](https://docs.pytorch.org/docs/stable/generated/torch.index_reduce.md) - [torch.index_select](https://docs.pytorch.org/docs/stable/generated/torch.index_select.md) - [torch.indices_copy](https://docs.pytorch.org/docs/stable/generated/torch.indices_copy.md) - [torch.init_num_threads](https://docs.pytorch.org/docs/stable/generated/torch.init_num_threads.md) - [torch.initial_seed](https://docs.pytorch.org/docs/stable/generated/torch.initial_seed.md) - [torch.inner](https://docs.pytorch.org/docs/stable/generated/torch.inner.md) - [torch.instance_norm](https://docs.pytorch.org/docs/stable/generated/torch.instance_norm.md) - [torch.int_repr](https://docs.pytorch.org/docs/stable/generated/torch.int_repr.md) - [torch.inverse](https://docs.pytorch.org/docs/stable/generated/torch.inverse.md) - [torch.is_anomaly_check_nan_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_anomaly_check_nan_enabled.md) - [torch.is_anomaly_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_anomaly_enabled.md) - [torch.is_autocast_cache_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_autocast_cache_enabled.md) - [torch.is_autocast_cpu_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_autocast_cpu_enabled.md) - [torch.is_autocast_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_autocast_enabled.md) - [torch.is_autocast_ipu_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_autocast_ipu_enabled.md) - [torch.is_autocast_xla_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_autocast_xla_enabled.md) - [torch.is_complex](https://docs.pytorch.org/docs/stable/generated/torch.is_complex.md) - [torch.is_conj](https://docs.pytorch.org/docs/stable/generated/torch.is_conj.md) - [torch.is_deterministic_algorithms_warn_only_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_deterministic_algorithms_warn_only_enabled.md) - [torch.is_distributed](https://docs.pytorch.org/docs/stable/generated/torch.is_distributed.md) - [torch.is_floating_point](https://docs.pytorch.org/docs/stable/generated/torch.is_floating_point.md) - [torch.is_grad_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_grad_enabled.md) - [torch.is_inference](https://docs.pytorch.org/docs/stable/generated/torch.is_inference.md) - [torch.is_inference_mode_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_inference_mode_enabled.md) - [torch.is_neg](https://docs.pytorch.org/docs/stable/generated/torch.is_neg.md) - [torch.is_nonzero](https://docs.pytorch.org/docs/stable/generated/torch.is_nonzero.md) - [torch.is_same_size](https://docs.pytorch.org/docs/stable/generated/torch.is_same_size.md) - [torch.is_signed](https://docs.pytorch.org/docs/stable/generated/torch.is_signed.md) - [torch.is_storage](https://docs.pytorch.org/docs/stable/generated/torch.is_storage.md) - [torch.is_tensor](https://docs.pytorch.org/docs/stable/generated/torch.is_tensor.md) - [torch.is_vulkan_available](https://docs.pytorch.org/docs/stable/generated/torch.is_vulkan_available.md) - [torch.is_warn_always_enabled](https://docs.pytorch.org/docs/stable/generated/torch.is_warn_always_enabled.md) - [torch.isclose](https://docs.pytorch.org/docs/stable/generated/torch.isclose.md) - [torch.isfinite](https://docs.pytorch.org/docs/stable/generated/torch.isfinite.md) - [torch.isin](https://docs.pytorch.org/docs/stable/generated/torch.isin.md) - [torch.isinf](https://docs.pytorch.org/docs/stable/generated/torch.isinf.md) - [torch.isnan](https://docs.pytorch.org/docs/stable/generated/torch.isnan.md) - [torch.isneginf](https://docs.pytorch.org/docs/stable/generated/torch.isneginf.md) - [torch.isposinf](https://docs.pytorch.org/docs/stable/generated/torch.isposinf.md) - [torch.isreal](https://docs.pytorch.org/docs/stable/generated/torch.isreal.md) - [torch.istft](https://docs.pytorch.org/docs/stable/generated/torch.istft.md) - [torch.kaiser_window](https://docs.pytorch.org/docs/stable/generated/torch.kaiser_window.md) - [torch.kl_div](https://docs.pytorch.org/docs/stable/generated/torch.kl_div.md) - [torch.kron](https://docs.pytorch.org/docs/stable/generated/torch.kron.md) - [torch.kthvalue](https://docs.pytorch.org/docs/stable/generated/torch.kthvalue.md) - [torch.lcm](https://docs.pytorch.org/docs/stable/generated/torch.lcm.md) - [torch.lcm_](https://docs.pytorch.org/docs/stable/generated/torch.lcm_.md) - [torch.ldexp](https://docs.pytorch.org/docs/stable/generated/torch.ldexp.md) - [torch.ldexp_](https://docs.pytorch.org/docs/stable/generated/torch.ldexp_.md) - [torch.le](https://docs.pytorch.org/docs/stable/generated/torch.le.md) - [torch.lerp](https://docs.pytorch.org/docs/stable/generated/torch.lerp.md) - [torch.less](https://docs.pytorch.org/docs/stable/generated/torch.less.md) - [torch.less_equal](https://docs.pytorch.org/docs/stable/generated/torch.less_equal.md) - [torch.lgamma](https://docs.pytorch.org/docs/stable/generated/torch.lgamma.md) - [torch.linalg.cholesky](https://docs.pytorch.org/docs/stable/generated/torch.linalg.cholesky.md) - [torch.linalg.cholesky_ex](https://docs.pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.md) - [torch.linalg.cond](https://docs.pytorch.org/docs/stable/generated/torch.linalg.cond.md) - [torch.linalg.cross](https://docs.pytorch.org/docs/stable/generated/torch.linalg.cross.md) - [torch.linalg.det](https://docs.pytorch.org/docs/stable/generated/torch.linalg.det.md) - [torch.linalg.diagonal](https://docs.pytorch.org/docs/stable/generated/torch.linalg.diagonal.md) - [torch.linalg.eig](https://docs.pytorch.org/docs/stable/generated/torch.linalg.eig.md) - [torch.linalg.eigh](https://docs.pytorch.org/docs/stable/generated/torch.linalg.eigh.md) - [torch.linalg.eigvals](https://docs.pytorch.org/docs/stable/generated/torch.linalg.eigvals.md) - [torch.linalg.eigvalsh](https://docs.pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.md) - [torch.linalg.householder_product](https://docs.pytorch.org/docs/stable/generated/torch.linalg.householder_product.md) - [torch.linalg.inv](https://docs.pytorch.org/docs/stable/generated/torch.linalg.inv.md) - [torch.linalg.inv_ex](https://docs.pytorch.org/docs/stable/generated/torch.linalg.inv_ex.md) - [torch.linalg.ldl_factor](https://docs.pytorch.org/docs/stable/generated/torch.linalg.ldl_factor.md) - [torch.linalg.ldl_factor_ex](https://docs.pytorch.org/docs/stable/generated/torch.linalg.ldl_factor_ex.md) - [torch.linalg.ldl_solve](https://docs.pytorch.org/docs/stable/generated/torch.linalg.ldl_solve.md) - [torch.linalg.lstsq](https://docs.pytorch.org/docs/stable/generated/torch.linalg.lstsq.md) - [torch.linalg.lu](https://docs.pytorch.org/docs/stable/generated/torch.linalg.lu.md) - [torch.linalg.lu_factor](https://docs.pytorch.org/docs/stable/generated/torch.linalg.lu_factor.md) - [torch.linalg.lu_factor_ex](https://docs.pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.md) - [torch.linalg.lu_solve](https://docs.pytorch.org/docs/stable/generated/torch.linalg.lu_solve.md) - [torch.linalg.matmul](https://docs.pytorch.org/docs/stable/generated/torch.linalg.matmul.md) - [torch.linalg.matrix_exp](https://docs.pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.md) - [torch.linalg.matrix_norm](https://docs.pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.md) - [torch.linalg.matrix_power](https://docs.pytorch.org/docs/stable/generated/torch.linalg.matrix_power.md) - [torch.linalg.matrix_rank](https://docs.pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.md) - [torch.linalg.multi_dot](https://docs.pytorch.org/docs/stable/generated/torch.linalg.multi_dot.md) - [torch.linalg.norm](https://docs.pytorch.org/docs/stable/generated/torch.linalg.norm.md) - [torch.linalg.pinv](https://docs.pytorch.org/docs/stable/generated/torch.linalg.pinv.md) - [torch.linalg.qr](https://docs.pytorch.org/docs/stable/generated/torch.linalg.qr.md) - [torch.linalg.slogdet](https://docs.pytorch.org/docs/stable/generated/torch.linalg.slogdet.md) - [torch.linalg.solve](https://docs.pytorch.org/docs/stable/generated/torch.linalg.solve.md) - [torch.linalg.solve_ex](https://docs.pytorch.org/docs/stable/generated/torch.linalg.solve_ex.md) - [torch.linalg.solve_triangular](https://docs.pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.md) - [torch.linalg.svd](https://docs.pytorch.org/docs/stable/generated/torch.linalg.svd.md) - [torch.linalg.svdvals](https://docs.pytorch.org/docs/stable/generated/torch.linalg.svdvals.md) - [torch.linalg.tensorinv](https://docs.pytorch.org/docs/stable/generated/torch.linalg.tensorinv.md) - [torch.linalg.tensorsolve](https://docs.pytorch.org/docs/stable/generated/torch.linalg.tensorsolve.md) - [torch.linalg.vander](https://docs.pytorch.org/docs/stable/generated/torch.linalg.vander.md) - [torch.linalg.vecdot](https://docs.pytorch.org/docs/stable/generated/torch.linalg.vecdot.md) - [torch.linalg.vector_norm](https://docs.pytorch.org/docs/stable/generated/torch.linalg.vector_norm.md) - [torch.linspace](https://docs.pytorch.org/docs/stable/generated/torch.linspace.md) - [torch.load](https://docs.pytorch.org/docs/stable/generated/torch.load.md) - [torch.lobpcg](https://docs.pytorch.org/docs/stable/generated/torch.lobpcg.md) - [torch.log](https://docs.pytorch.org/docs/stable/generated/torch.log.md) - [torch.log10](https://docs.pytorch.org/docs/stable/generated/torch.log10.md) - [torch.log10_](https://docs.pytorch.org/docs/stable/generated/torch.log10_.md) - [torch.log1p](https://docs.pytorch.org/docs/stable/generated/torch.log1p.md) - [torch.log1p_](https://docs.pytorch.org/docs/stable/generated/torch.log1p_.md) - [torch.log2](https://docs.pytorch.org/docs/stable/generated/torch.log2.md) - [torch.log2_](https://docs.pytorch.org/docs/stable/generated/torch.log2_.md) - [torch.log_](https://docs.pytorch.org/docs/stable/generated/torch.log_.md) - [torch.logaddexp](https://docs.pytorch.org/docs/stable/generated/torch.logaddexp.md) - [torch.logaddexp2](https://docs.pytorch.org/docs/stable/generated/torch.logaddexp2.md) - [torch.logcumsumexp](https://docs.pytorch.org/docs/stable/generated/torch.logcumsumexp.md) - [torch.logdet](https://docs.pytorch.org/docs/stable/generated/torch.logdet.md) - [torch.logical_and](https://docs.pytorch.org/docs/stable/generated/torch.logical_and.md) - [torch.logical_not](https://docs.pytorch.org/docs/stable/generated/torch.logical_not.md) - [torch.logical_or](https://docs.pytorch.org/docs/stable/generated/torch.logical_or.md) - [torch.logical_xor](https://docs.pytorch.org/docs/stable/generated/torch.logical_xor.md) - [torch.logit](https://docs.pytorch.org/docs/stable/generated/torch.logit.md) - [torch.logit_](https://docs.pytorch.org/docs/stable/generated/torch.logit_.md) - [torch.logspace](https://docs.pytorch.org/docs/stable/generated/torch.logspace.md) - [torch.logsumexp](https://docs.pytorch.org/docs/stable/generated/torch.logsumexp.md) - [torch.lstm](https://docs.pytorch.org/docs/stable/generated/torch.lstm.md) - [torch.lstm_cell](https://docs.pytorch.org/docs/stable/generated/torch.lstm_cell.md) - [torch.lt](https://docs.pytorch.org/docs/stable/generated/torch.lt.md) - [torch.lu](https://docs.pytorch.org/docs/stable/generated/torch.lu.md) - [torch.lu_solve](https://docs.pytorch.org/docs/stable/generated/torch.lu_solve.md) - [torch.lu_unpack](https://docs.pytorch.org/docs/stable/generated/torch.lu_unpack.md) - [torch.manual_seed](https://docs.pytorch.org/docs/stable/generated/torch.manual_seed.md) - [torch.margin_ranking_loss](https://docs.pytorch.org/docs/stable/generated/torch.margin_ranking_loss.md) - [torch.masked.maskedtensor.core.is_masked_tensor](https://docs.pytorch.org/docs/stable/generated/torch.masked.maskedtensor.core.is_masked_tensor.md) - [torch.masked_fill](https://docs.pytorch.org/docs/stable/generated/torch.masked_fill.md) - [torch.masked_select](https://docs.pytorch.org/docs/stable/generated/torch.masked_select.md) - [torch.matmul](https://docs.pytorch.org/docs/stable/generated/torch.matmul.md) - [torch.matrix_exp](https://docs.pytorch.org/docs/stable/generated/torch.matrix_exp.md) - [torch.matrix_power](https://docs.pytorch.org/docs/stable/generated/torch.matrix_power.md) - [torch.max](https://docs.pytorch.org/docs/stable/generated/torch.max.md) - [torch.max_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.max_pool1d.md) - [torch.max_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.max_pool3d.md) - [torch.maximum](https://docs.pytorch.org/docs/stable/generated/torch.maximum.md) - [torch.mean](https://docs.pytorch.org/docs/stable/generated/torch.mean.md) - [torch.median](https://docs.pytorch.org/docs/stable/generated/torch.median.md) - [torch.merge_type_from_type_comment](https://docs.pytorch.org/docs/stable/generated/torch.merge_type_from_type_comment.md) - [torch.meshgrid](https://docs.pytorch.org/docs/stable/generated/torch.meshgrid.md) - [torch.min](https://docs.pytorch.org/docs/stable/generated/torch.min.md) - [torch.minimum](https://docs.pytorch.org/docs/stable/generated/torch.minimum.md) - [torch.miopen_batch_norm](https://docs.pytorch.org/docs/stable/generated/torch.miopen_batch_norm.md) - [torch.miopen_convolution](https://docs.pytorch.org/docs/stable/generated/torch.miopen_convolution.md) - [torch.miopen_convolution_add_relu](https://docs.pytorch.org/docs/stable/generated/torch.miopen_convolution_add_relu.md) - [torch.miopen_convolution_relu](https://docs.pytorch.org/docs/stable/generated/torch.miopen_convolution_relu.md) - [torch.miopen_convolution_transpose](https://docs.pytorch.org/docs/stable/generated/torch.miopen_convolution_transpose.md) - [torch.miopen_ctc_loss](https://docs.pytorch.org/docs/stable/generated/torch.miopen_ctc_loss.md) - [torch.miopen_depthwise_convolution](https://docs.pytorch.org/docs/stable/generated/torch.miopen_depthwise_convolution.md) - [torch.miopen_rnn](https://docs.pytorch.org/docs/stable/generated/torch.miopen_rnn.md) - [torch.mkldnn_adaptive_avg_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.mkldnn_adaptive_avg_pool2d.md) - [torch.mkldnn_convolution](https://docs.pytorch.org/docs/stable/generated/torch.mkldnn_convolution.md) - [torch.mkldnn_linear_backward_weights](https://docs.pytorch.org/docs/stable/generated/torch.mkldnn_linear_backward_weights.md) - [torch.mkldnn_max_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.mkldnn_max_pool2d.md) - [torch.mkldnn_max_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.mkldnn_max_pool3d.md) - [torch.mkldnn_rnn_layer](https://docs.pytorch.org/docs/stable/generated/torch.mkldnn_rnn_layer.md) - [torch.mm](https://docs.pytorch.org/docs/stable/generated/torch.mm.md) - [torch.mode](https://docs.pytorch.org/docs/stable/generated/torch.mode.md) - [torch.moveaxis](https://docs.pytorch.org/docs/stable/generated/torch.moveaxis.md) - [torch.movedim](https://docs.pytorch.org/docs/stable/generated/torch.movedim.md) - [torch.mps.compile_shader](https://docs.pytorch.org/docs/stable/generated/torch.mps.compile_shader.md) - [torch.mps.current_allocated_memory](https://docs.pytorch.org/docs/stable/generated/torch.mps.current_allocated_memory.md) - [torch.mps.device_count](https://docs.pytorch.org/docs/stable/generated/torch.mps.device_count.md) - [torch.mps.driver_allocated_memory](https://docs.pytorch.org/docs/stable/generated/torch.mps.driver_allocated_memory.md) - [torch.mps.empty_cache](https://docs.pytorch.org/docs/stable/generated/torch.mps.empty_cache.md) - [Event](https://docs.pytorch.org/docs/stable/generated/torch.mps.event.Event.md) - [torch.mps.get_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.mps.get_rng_state.md) - [torch.mps.is_available](https://docs.pytorch.org/docs/stable/generated/torch.mps.is_available.md) - [torch.mps.load_metallib](https://docs.pytorch.org/docs/stable/generated/torch.mps.load_metallib.md) - [torch.mps.manual_seed](https://docs.pytorch.org/docs/stable/generated/torch.mps.manual_seed.md) - [torch.mps.profiler.is_capturing_metal](https://docs.pytorch.org/docs/stable/generated/torch.mps.profiler.is_capturing_metal.md) - [torch.mps.profiler.is_metal_capture_enabled](https://docs.pytorch.org/docs/stable/generated/torch.mps.profiler.is_metal_capture_enabled.md) - [torch.mps.profiler.metal_capture](https://docs.pytorch.org/docs/stable/generated/torch.mps.profiler.metal_capture.md) - [torch.mps.profiler.profile](https://docs.pytorch.org/docs/stable/generated/torch.mps.profiler.profile.md) - [torch.mps.profiler.start](https://docs.pytorch.org/docs/stable/generated/torch.mps.profiler.start.md) - [torch.mps.profiler.stop](https://docs.pytorch.org/docs/stable/generated/torch.mps.profiler.stop.md) - [torch.mps.recommended_max_memory](https://docs.pytorch.org/docs/stable/generated/torch.mps.recommended_max_memory.md) - [torch.mps.seed](https://docs.pytorch.org/docs/stable/generated/torch.mps.seed.md) - [torch.mps.set_per_process_memory_fraction](https://docs.pytorch.org/docs/stable/generated/torch.mps.set_per_process_memory_fraction.md) - [torch.mps.set_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.mps.set_rng_state.md) - [torch.mps.synchronize](https://docs.pytorch.org/docs/stable/generated/torch.mps.synchronize.md) - [torch.msort](https://docs.pytorch.org/docs/stable/generated/torch.msort.md) - [torch.mtia.DeferredMtiaCallError](https://docs.pytorch.org/docs/stable/generated/torch.mtia.DeferredMtiaCallError.md) - [Event](https://docs.pytorch.org/docs/stable/generated/torch.mtia.Event.md) - [StreamContext](https://docs.pytorch.org/docs/stable/generated/torch.mtia.StreamContext.md) - [Stream](https://docs.pytorch.org/docs/stable/generated/torch.mtia.Stream_class.md) - [torch.mtia.attach_out_of_memory_observer](https://docs.pytorch.org/docs/stable/generated/torch.mtia.attach_out_of_memory_observer.md) - [torch.mtia.current_device](https://docs.pytorch.org/docs/stable/generated/torch.mtia.current_device.md) - [torch.mtia.current_stream](https://docs.pytorch.org/docs/stable/generated/torch.mtia.current_stream.md) - [torch.mtia.default_stream](https://docs.pytorch.org/docs/stable/generated/torch.mtia.default_stream.md) - [device](https://docs.pytorch.org/docs/stable/generated/torch.mtia.device.md) - [torch.mtia.device_count](https://docs.pytorch.org/docs/stable/generated/torch.mtia.device_count.md) - [torch.mtia.empty_cache](https://docs.pytorch.org/docs/stable/generated/torch.mtia.empty_cache.md) - [torch.mtia.get_device_capability](https://docs.pytorch.org/docs/stable/generated/torch.mtia.get_device_capability.md) - [torch.mtia.get_device_properties](https://docs.pytorch.org/docs/stable/generated/torch.mtia.get_device_properties.md) - [torch.mtia.get_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.mtia.get_rng_state.md) - [torch.mtia.get_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.mtia.get_rng_state_all.md) - [torch.mtia.init](https://docs.pytorch.org/docs/stable/generated/torch.mtia.init.md) - [torch.mtia.initial_seed](https://docs.pytorch.org/docs/stable/generated/torch.mtia.initial_seed.md) - [torch.mtia.is_available](https://docs.pytorch.org/docs/stable/generated/torch.mtia.is_available.md) - [torch.mtia.is_bf16_supported](https://docs.pytorch.org/docs/stable/generated/torch.mtia.is_bf16_supported.md) - [torch.mtia.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.mtia.is_initialized.md) - [torch.mtia.manual_seed](https://docs.pytorch.org/docs/stable/generated/torch.mtia.manual_seed.md) - [torch.mtia.manual_seed_all](https://docs.pytorch.org/docs/stable/generated/torch.mtia.manual_seed_all.md) - [torch.mtia.memory.max_memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.mtia.memory.max_memory_allocated.md) - [torch.mtia.memory.memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.mtia.memory.memory_allocated.md) - [torch.mtia.memory.memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.mtia.memory.memory_stats.md) - [torch.mtia.memory.reset_peak_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.mtia.memory.reset_peak_memory_stats.md) - [torch.mtia.memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.mtia.memory_stats.md) - [torch.mtia.record_memory_history](https://docs.pytorch.org/docs/stable/generated/torch.mtia.record_memory_history.md) - [torch.mtia.seed](https://docs.pytorch.org/docs/stable/generated/torch.mtia.seed.md) - [torch.mtia.seed_all](https://docs.pytorch.org/docs/stable/generated/torch.mtia.seed_all.md) - [torch.mtia.set_device](https://docs.pytorch.org/docs/stable/generated/torch.mtia.set_device.md) - [torch.mtia.set_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.mtia.set_rng_state.md) - [torch.mtia.set_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.mtia.set_rng_state_all.md) - [torch.mtia.set_stream](https://docs.pytorch.org/docs/stable/generated/torch.mtia.set_stream.md) - [torch.mtia.snapshot](https://docs.pytorch.org/docs/stable/generated/torch.mtia.snapshot.md) - [torch.mtia.stream](https://docs.pytorch.org/docs/stable/generated/torch.mtia.stream_function.md) - [torch.mtia.synchronize](https://docs.pytorch.org/docs/stable/generated/torch.mtia.synchronize.md) - [torch.mul](https://docs.pytorch.org/docs/stable/generated/torch.mul.md) - [torch.multinomial](https://docs.pytorch.org/docs/stable/generated/torch.multinomial.md) - [torch.multiply](https://docs.pytorch.org/docs/stable/generated/torch.multiply.md) - [torch.mv](https://docs.pytorch.org/docs/stable/generated/torch.mv.md) - [torch.mvlgamma](https://docs.pytorch.org/docs/stable/generated/torch.mvlgamma.md) - [torch.nan_to_num](https://docs.pytorch.org/docs/stable/generated/torch.nan_to_num.md) - [torch.nan_to_num_](https://docs.pytorch.org/docs/stable/generated/torch.nan_to_num_.md) - [torch.nanmean](https://docs.pytorch.org/docs/stable/generated/torch.nanmean.md) - [torch.nanmedian](https://docs.pytorch.org/docs/stable/generated/torch.nanmedian.md) - [torch.nanquantile](https://docs.pytorch.org/docs/stable/generated/torch.nanquantile.md) - [torch.nansum](https://docs.pytorch.org/docs/stable/generated/torch.nansum.md) - [torch.narrow](https://docs.pytorch.org/docs/stable/generated/torch.narrow.md) - [torch.narrow_copy](https://docs.pytorch.org/docs/stable/generated/torch.narrow_copy.md) - [torch.native_batch_norm](https://docs.pytorch.org/docs/stable/generated/torch.native_batch_norm.md) - [torch.native_channel_shuffle](https://docs.pytorch.org/docs/stable/generated/torch.native_channel_shuffle.md) - [torch.native_group_norm](https://docs.pytorch.org/docs/stable/generated/torch.native_group_norm.md) - [torch.native_layer_norm](https://docs.pytorch.org/docs/stable/generated/torch.native_layer_norm.md) - [torch.native_norm](https://docs.pytorch.org/docs/stable/generated/torch.native_norm.md) - [torch.ne](https://docs.pytorch.org/docs/stable/generated/torch.ne.md) - [torch.neg](https://docs.pytorch.org/docs/stable/generated/torch.neg.md) - [torch.neg_](https://docs.pytorch.org/docs/stable/generated/torch.neg_.md) - [torch.negative](https://docs.pytorch.org/docs/stable/generated/torch.negative.md) - [torch.negative_](https://docs.pytorch.org/docs/stable/generated/torch.negative_.md) - [torch.nextafter](https://docs.pytorch.org/docs/stable/generated/torch.nextafter.md) - [AdaptiveAvgPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.md) - [AdaptiveAvgPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.md) - [AdaptiveAvgPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.md) - [AdaptiveLogSoftmaxWithLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.AdaptiveLogSoftmaxWithLoss.md) - [AdaptiveMaxPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.md) - [AdaptiveMaxPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.md) - [AdaptiveMaxPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.md) - [AlphaDropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.md) - [AvgPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.md) - [AvgPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.md) - [AvgPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.md) - [BCELoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.BCELoss.md) - [BCEWithLogitsLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.md) - [BatchNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.md) - [BatchNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.md) - [BatchNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.md) - [Bilinear](https://docs.pytorch.org/docs/stable/generated/torch.nn.Bilinear.md) - [CELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.CELU.md) - [CTCLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.CTCLoss.md) - [ChannelShuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.md) - [CircularPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.CircularPad1d.md) - [CircularPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.CircularPad2d.md) - [CircularPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.md) - [ConstantPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.md) - [ConstantPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.md) - [ConstantPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.md) - [Conv1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.Conv1d.md) - [Conv2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.Conv2d.md) - [Conv3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.Conv3d.md) - [ConvTranspose1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.md) - [ConvTranspose2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.md) - [ConvTranspose3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.md) - [CosineEmbeddingLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.md) - [CosineSimilarity](https://docs.pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.md) - [CrossEntropyLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.md) - [DataParallel](https://docs.pytorch.org/docs/stable/generated/torch.nn.DataParallel.md) - [Dropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.Dropout.md) - [Dropout1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.Dropout1d.md) - [Dropout2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.Dropout2d.md) - [Dropout3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.Dropout3d.md) - [ELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.ELU.md) - [Embedding](https://docs.pytorch.org/docs/stable/generated/torch.nn.Embedding.md) - [EmbeddingBag](https://docs.pytorch.org/docs/stable/generated/torch.nn.EmbeddingBag.md) - [FeatureAlphaDropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.md) - [Fold](https://docs.pytorch.org/docs/stable/generated/torch.nn.Fold.md) - [FractionalMaxPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.md) - [FractionalMaxPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.md) - [GELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.GELU.md) - [GLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.GLU.md) - [GRU](https://docs.pytorch.org/docs/stable/generated/torch.nn.GRU.md) - [GRUCell](https://docs.pytorch.org/docs/stable/generated/torch.nn.GRUCell.md) - [GaussianNLLLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss.md) - [GroupNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.GroupNorm.md) - [Hardshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.Hardshrink.md) - [Hardsigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.md) - [Hardswish](https://docs.pytorch.org/docs/stable/generated/torch.nn.Hardswish.md) - [Hardtanh](https://docs.pytorch.org/docs/stable/generated/torch.nn.Hardtanh.md) - [HingeEmbeddingLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.md) - [HuberLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.HuberLoss.md) - [Identity](https://docs.pytorch.org/docs/stable/generated/torch.nn.Identity.md) - [InstanceNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.md) - [InstanceNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.md) - [InstanceNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.md) - [KLDivLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.md) - [L1Loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.L1Loss.md) - [LPPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LPPool1d.md) - [LPPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LPPool2d.md) - [LPPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LPPool3d.md) - [LSTM](https://docs.pytorch.org/docs/stable/generated/torch.nn.LSTM.md) - [LSTMCell](https://docs.pytorch.org/docs/stable/generated/torch.nn.LSTMCell.md) - [LayerNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.LayerNorm.md) - [LazyBatchNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.md) - [LazyBatchNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.md) - [LazyBatchNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.md) - [LazyConv1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.md) - [LazyConv2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.md) - [LazyConv3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.md) - [LazyConvTranspose1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.md) - [LazyConvTranspose2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.md) - [LazyConvTranspose3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.md) - [LazyInstanceNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.md) - [LazyInstanceNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.md) - [LazyInstanceNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.md) - [LazyLinear](https://docs.pytorch.org/docs/stable/generated/torch.nn.LazyLinear.md) - [LeakyReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.nn.Linear.md) - [LinearCrossEntropyLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.LinearCrossEntropyLoss.md) - [LinearCrossEntropyOptions](https://docs.pytorch.org/docs/stable/generated/torch.nn.LinearCrossEntropyOptions.md) - [LocalResponseNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.LocalResponseNorm.md) - [LogSigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.md) - [LogSoftmax](https://docs.pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.md) - [MSELoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.MSELoss.md) - [MarginRankingLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.md) - [MaxPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.md) - [MaxPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.md) - [MaxPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.md) - [MaxUnpool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.md) - [MaxUnpool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.md) - [MaxUnpool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.md) - [Mish](https://docs.pytorch.org/docs/stable/generated/torch.nn.Mish.md) - [Module](https://docs.pytorch.org/docs/stable/generated/torch.nn.Module.md) - [ModuleDict](https://docs.pytorch.org/docs/stable/generated/torch.nn.ModuleDict.md) - [ModuleList](https://docs.pytorch.org/docs/stable/generated/torch.nn.ModuleList.md) - [MultiLabelMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.md) - [MultiLabelSoftMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.md) - [MultiMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss.md) - [MultiheadAttention](https://docs.pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.md) - [NLLLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.NLLLoss.md) - [PReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.PReLU.md) - [PairwiseDistance](https://docs.pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.md) - [ParameterDict](https://docs.pytorch.org/docs/stable/generated/torch.nn.ParameterDict.md) - [ParameterList](https://docs.pytorch.org/docs/stable/generated/torch.nn.ParameterList.md) - [PixelShuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.PixelShuffle.md) - [PixelUnshuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.PixelUnshuffle.md) - [PoissonNLLLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss.md) - [RMSNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.RMSNorm.md) - [RNN](https://docs.pytorch.org/docs/stable/generated/torch.nn.RNN.md) - [RNNBase](https://docs.pytorch.org/docs/stable/generated/torch.nn.RNNBase.md) - [RNNCell](https://docs.pytorch.org/docs/stable/generated/torch.nn.RNNCell.md) - [RReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.RReLU.md) - [ReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReLU.md) - [ReLU6](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReLU6.md) - [ReflectionPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.md) - [ReflectionPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.md) - [ReflectionPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.md) - [ReplicationPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.md) - [ReplicationPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.md) - [ReplicationPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.md) - [SELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.SELU.md) - [Sequential](https://docs.pytorch.org/docs/stable/generated/torch.nn.Sequential.md) - [SiLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.SiLU.md) - [Sigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.Sigmoid.md) - [SmoothL1Loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.md) - [SoftMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.md) - [Softmax](https://docs.pytorch.org/docs/stable/generated/torch.nn.Softmax.md) - [Softmax2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.Softmax2d.md) - [Softmin](https://docs.pytorch.org/docs/stable/generated/torch.nn.Softmin.md) - [Softplus](https://docs.pytorch.org/docs/stable/generated/torch.nn.Softplus.md) - [Softshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.Softshrink.md) - [Softsign](https://docs.pytorch.org/docs/stable/generated/torch.nn.Softsign.md) - [SyncBatchNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.md) - [Tanh](https://docs.pytorch.org/docs/stable/generated/torch.nn.Tanh.md) - [Tanhshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.md) - [Threshold](https://docs.pytorch.org/docs/stable/generated/torch.nn.Threshold.md) - [Transformer](https://docs.pytorch.org/docs/stable/generated/torch.nn.Transformer.md) - [TransformerDecoder](https://docs.pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.md) - [TransformerDecoderLayer](https://docs.pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.md) - [TransformerEncoder](https://docs.pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.md) - [TransformerEncoderLayer](https://docs.pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.md) - [TripletMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.md) - [TripletMarginWithDistanceLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.md) - [Unfold](https://docs.pytorch.org/docs/stable/generated/torch.nn.Unfold.md) - [Upsample](https://docs.pytorch.org/docs/stable/generated/torch.nn.Upsample.md) - [UpsamplingBilinear2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.md) - [UpsamplingNearest2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.md) - [ZeroPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ZeroPad1d.md) - [ZeroPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.md) - [ZeroPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.ZeroPad3d.md) - [SDPBackend](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.SDPBackend.md) - [torch.nn.attention.activate_flash_attention_impl](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.activate_flash_attention_impl.md) - [torch.nn.attention.bias.CausalBias](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.bias.CausalBias.md) - [CausalVariant](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.bias.CausalVariant.md) - [torch.nn.attention.bias.causal_lower_right](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.bias.causal_lower_right.md) - [torch.nn.attention.bias.causal_upper_left](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.bias.causal_upper_left.md) - [torch.nn.attention.current_flash_attention_impl](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.current_flash_attention_impl.md) - [torch.nn.attention.list_flash_attention_impls](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.list_flash_attention_impls.md) - [torch.nn.attention.register_flash_attention_impl](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.register_flash_attention_impl.md) - [torch.nn.attention.restore_flash_attention_impl](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.restore_flash_attention_impl.md) - [torch.nn.attention.sdpa_kernel](https://docs.pytorch.org/docs/stable/generated/torch.nn.attention.sdpa_kernel.md) - [torch.nn.factory_kwargs](https://docs.pytorch.org/docs/stable/generated/torch.nn.factory_kwargs.md) - [ScalingType](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.ScalingType.md) - [SwizzleType](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.SwizzleType.md) - [torch.nn.functional.adaptive_avg_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.md) - [torch.nn.functional.adaptive_avg_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.md) - [torch.nn.functional.adaptive_avg_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool3d.md) - [torch.nn.functional.adaptive_max_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.md) - [torch.nn.functional.adaptive_max_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.md) - [torch.nn.functional.adaptive_max_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.md) - [torch.nn.functional.affine_grid](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.md) - [torch.nn.functional.alpha_dropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.md) - [torch.nn.functional.avg_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.md) - [torch.nn.functional.avg_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.md) - [torch.nn.functional.avg_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.md) - [torch.nn.functional.batch_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.md) - [torch.nn.functional.bilinear](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.md) - [torch.nn.functional.binary_cross_entropy](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.md) - [torch.nn.functional.binary_cross_entropy_with_logits](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.md) - [torch.nn.functional.celu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.celu.md) - [torch.nn.functional.conv1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.md) - [torch.nn.functional.conv2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.md) - [torch.nn.functional.conv3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.md) - [torch.nn.functional.conv_transpose1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.md) - [torch.nn.functional.conv_transpose2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.md) - [torch.nn.functional.conv_transpose3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.md) - [torch.nn.functional.cosine_embedding_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.md) - [torch.nn.functional.cosine_similarity](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.md) - [torch.nn.functional.cross_entropy](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.md) - [torch.nn.functional.ctc_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.md) - [torch.nn.functional.dropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.dropout.md) - [torch.nn.functional.dropout1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.md) - [torch.nn.functional.dropout2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.md) - [torch.nn.functional.dropout3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.md) - [torch.nn.functional.elu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.elu.md) - [torch.nn.functional.elu_](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.elu_.md) - [torch.nn.functional.embedding](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.embedding.md) - [torch.nn.functional.embedding_bag](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.embedding_bag.md) - [torch.nn.functional.feature_alpha_dropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.md) - [torch.nn.functional.fold](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.fold.md) - [torch.nn.functional.fractional_max_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.md) - [torch.nn.functional.fractional_max_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.md) - [torch.nn.functional.gaussian_nll_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.md) - [torch.nn.functional.gelu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.gelu.md) - [torch.nn.functional.glu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.glu.md) - [torch.nn.functional.grid_sample](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.md) - [torch.nn.functional.group_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.md) - [torch.nn.functional.grouped_mm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.grouped_mm.md) - [torch.nn.functional.gumbel_softmax](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.md) - [torch.nn.functional.hardshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.md) - [torch.nn.functional.hardsigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.md) - [torch.nn.functional.hardswish](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.md) - [torch.nn.functional.hardtanh](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.md) - [torch.nn.functional.hardtanh_](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh_.md) - [torch.nn.functional.hinge_embedding_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.md) - [torch.nn.functional.huber_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.md) - [torch.nn.functional.instance_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.md) - [torch.nn.functional.interpolate](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.md) - [torch.nn.functional.kl_div](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.md) - [torch.nn.functional.l1_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.md) - [torch.nn.functional.layer_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.md) - [torch.nn.functional.leaky_relu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.md) - [torch.nn.functional.leaky_relu_](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu_.md) - [torch.nn.functional.linear](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.linear.md) - [torch.nn.functional.linear_cross_entropy](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.linear_cross_entropy.md) - [torch.nn.functional.local_response_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.md) - [torch.nn.functional.log_softmax](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.md) - [torch.nn.functional.logsigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.logsigmoid.md) - [torch.nn.functional.lp_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.md) - [torch.nn.functional.lp_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.md) - [torch.nn.functional.lp_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool3d.md) - [torch.nn.functional.margin_ranking_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.md) - [torch.nn.functional.max_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.md) - [torch.nn.functional.max_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.md) - [torch.nn.functional.max_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.md) - [torch.nn.functional.max_unpool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.md) - [torch.nn.functional.max_unpool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.md) - [torch.nn.functional.max_unpool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.md) - [torch.nn.functional.mish](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.mish.md) - [torch.nn.functional.mse_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.md) - [torch.nn.functional.multi_margin_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.md) - [torch.nn.functional.multilabel_margin_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.md) - [torch.nn.functional.multilabel_soft_margin_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.md) - [torch.nn.functional.nll_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.md) - [torch.nn.functional.normalize](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.normalize.md) - [torch.nn.functional.one_hot](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.one_hot.md) - [torch.nn.functional.pad](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.pad.md) - [torch.nn.functional.pairwise_distance](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.md) - [torch.nn.functional.pdist](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.pdist.md) - [torch.nn.functional.pixel_shuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.md) - [torch.nn.functional.pixel_unshuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.md) - [torch.nn.functional.poisson_nll_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.md) - [torch.nn.functional.prelu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.prelu.md) - [torch.nn.functional.relu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.relu.md) - [torch.nn.functional.relu6](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.relu6.md) - [torch.nn.functional.relu_](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.relu_.md) - [torch.nn.functional.rms_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.rms_norm.md) - [torch.nn.functional.rrelu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.md) - [torch.nn.functional.rrelu_](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.md) - [torch.nn.functional.scaled_dot_product_attention](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.md) - [torch.nn.functional.scaled_grouped_mm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.scaled_grouped_mm.md) - [torch.nn.functional.scaled_mm](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.scaled_mm.md) - [torch.nn.functional.selu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.selu.md) - [torch.nn.functional.sigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.md) - [torch.nn.functional.silu](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.silu.md) - [torch.nn.functional.smooth_l1_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.smooth_l1_loss.md) - [torch.nn.functional.soft_margin_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.md) - [torch.nn.functional.softmax](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.softmax.md) - [torch.nn.functional.softmin](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.softmin.md) - [torch.nn.functional.softplus](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.softplus.md) - [torch.nn.functional.softshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.md) - [torch.nn.functional.softsign](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.softsign.md) - [torch.nn.functional.tanh](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.tanh.md) - [torch.nn.functional.tanhshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.md) - [torch.nn.functional.threshold](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.threshold.md) - [torch.nn.functional.threshold_](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.md) - [torch.nn.functional.torch.nn.parallel.data_parallel](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.torch.nn.parallel.data_parallel.md) - [torch.nn.functional.triplet_margin_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.md) - [torch.nn.functional.triplet_margin_with_distance_loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.md) - [torch.nn.functional.unfold](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.unfold.md) - [torch.nn.functional.upsample](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.upsample.md) - [torch.nn.functional.upsample_bilinear](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.md) - [torch.nn.functional.upsample_nearest](https://docs.pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.md) - [CELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.CELU.md) - [ELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.ELU.md) - [GELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.GELU.md) - [GLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.GLU.md) - [Hardshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Hardshrink.md) - [Hardsigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Hardsigmoid.md) - [Hardswish](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Hardswish.md) - [Hardtanh](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Hardtanh.md) - [LeakyReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.LeakyReLU.md) - [LogSigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.LogSigmoid.md) - [LogSoftmax](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.LogSoftmax.md) - [Mish](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Mish.md) - [MultiheadAttention](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.MultiheadAttention.md) - [PReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.PReLU.md) - [RReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.RReLU.md) - [ReLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.ReLU.md) - [ReLU6](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.ReLU6.md) - [SELU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.SELU.md) - [SiLU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.SiLU.md) - [Sigmoid](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Sigmoid.md) - [Softmax](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Softmax.md) - [Softmax2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Softmax2d.md) - [Softmin](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Softmin.md) - [Softplus](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Softplus.md) - [Softshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Softshrink.md) - [Softsign](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Softsign.md) - [Tanh](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Tanh.md) - [Tanhshrink](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Tanhshrink.md) - [Threshold](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.activation.Threshold.md) - [AdaptiveLogSoftmaxWithLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.adaptive.AdaptiveLogSoftmaxWithLoss.md) - [BatchNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.batchnorm.BatchNorm1d.md) - [BatchNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.batchnorm.BatchNorm2d.md) - [BatchNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.batchnorm.BatchNorm3d.md) - [LazyBatchNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.batchnorm.LazyBatchNorm1d.md) - [LazyBatchNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.batchnorm.LazyBatchNorm2d.md) - [LazyBatchNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.batchnorm.LazyBatchNorm3d.md) - [SyncBatchNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.batchnorm.SyncBatchNorm.md) - [ChannelShuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.channelshuffle.ChannelShuffle.md) - [ModuleDict](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.container.ModuleDict.md) - [ModuleList](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.container.ModuleList.md) - [ParameterDict](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.container.ParameterDict.md) - [ParameterList](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.container.ParameterList.md) - [Sequential](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.container.Sequential.md) - [Conv1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.Conv1d.md) - [Conv2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.Conv2d.md) - [Conv3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.Conv3d.md) - [ConvTranspose1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.ConvTranspose1d.md) - [ConvTranspose2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.ConvTranspose2d.md) - [ConvTranspose3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.ConvTranspose3d.md) - [LazyConv1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.LazyConv1d.md) - [LazyConv2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.LazyConv2d.md) - [LazyConv3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.LazyConv3d.md) - [LazyConvTranspose1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.LazyConvTranspose1d.md) - [LazyConvTranspose2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.LazyConvTranspose2d.md) - [LazyConvTranspose3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.conv.LazyConvTranspose3d.md) - [CosineSimilarity](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.distance.CosineSimilarity.md) - [PairwiseDistance](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.distance.PairwiseDistance.md) - [AlphaDropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.dropout.AlphaDropout.md) - [Dropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.dropout.Dropout.md) - [Dropout1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.dropout.Dropout1d.md) - [Dropout2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.dropout.Dropout2d.md) - [Dropout3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.dropout.Dropout3d.md) - [FeatureAlphaDropout](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.dropout.FeatureAlphaDropout.md) - [Flatten](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.flatten.Flatten.md) - [Unflatten](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.flatten.Unflatten.md) - [Fold](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.fold.Fold.md) - [Unfold](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.fold.Unfold.md) - [InstanceNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.instancenorm.InstanceNorm1d.md) - [InstanceNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.instancenorm.InstanceNorm2d.md) - [InstanceNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.instancenorm.InstanceNorm3d.md) - [LazyInstanceNorm1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.instancenorm.LazyInstanceNorm1d.md) - [LazyInstanceNorm2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.instancenorm.LazyInstanceNorm2d.md) - [LazyInstanceNorm3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.instancenorm.LazyInstanceNorm3d.md) - [LazyModuleMixin](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.lazy.LazyModuleMixin.md) - [Bilinear](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.linear.Bilinear.md) - [Identity](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.linear.Identity.md) - [LazyLinear](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.linear.LazyLinear.md) - [Linear](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.linear.Linear.md) - [BCELoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.BCELoss.md) - [BCEWithLogitsLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.BCEWithLogitsLoss.md) - [CTCLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.CTCLoss.md) - [CosineEmbeddingLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.CosineEmbeddingLoss.md) - [CrossEntropyLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.CrossEntropyLoss.md) - [GaussianNLLLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.GaussianNLLLoss.md) - [HingeEmbeddingLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.HingeEmbeddingLoss.md) - [HuberLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.HuberLoss.md) - [KLDivLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.KLDivLoss.md) - [L1Loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.L1Loss.md) - [MSELoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.MSELoss.md) - [MarginRankingLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.MarginRankingLoss.md) - [MultiLabelMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.MultiLabelMarginLoss.md) - [MultiLabelSoftMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.MultiLabelSoftMarginLoss.md) - [MultiMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.MultiMarginLoss.md) - [NLLLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.NLLLoss.md) - [PoissonNLLLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.PoissonNLLLoss.md) - [SmoothL1Loss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.SmoothL1Loss.md) - [SoftMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.SoftMarginLoss.md) - [TripletMarginLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.TripletMarginLoss.md) - [TripletMarginWithDistanceLoss](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.loss.TripletMarginWithDistanceLoss.md) - [torch.nn.modules.module.register_module_backward_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_backward_hook.md) - [torch.nn.modules.module.register_module_buffer_registration_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_buffer_registration_hook.md) - [torch.nn.modules.module.register_module_forward_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.md) - [torch.nn.modules.module.register_module_forward_pre_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.md) - [torch.nn.modules.module.register_module_full_backward_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_full_backward_hook.md) - [torch.nn.modules.module.register_module_full_backward_pre_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_full_backward_pre_hook.md) - [torch.nn.modules.module.register_module_module_registration_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_module_registration_hook.md) - [torch.nn.modules.module.register_module_parameter_registration_hook](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_parameter_registration_hook.md) - [GroupNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.normalization.GroupNorm.md) - [LayerNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.normalization.LayerNorm.md) - [LocalResponseNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.normalization.LocalResponseNorm.md) - [RMSNorm](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.normalization.RMSNorm.md) - [CircularPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.CircularPad1d.md) - [CircularPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.CircularPad2d.md) - [CircularPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.CircularPad3d.md) - [ConstantPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ConstantPad1d.md) - [ConstantPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ConstantPad2d.md) - [ConstantPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ConstantPad3d.md) - [ReflectionPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ReflectionPad1d.md) - [ReflectionPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ReflectionPad2d.md) - [ReflectionPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ReflectionPad3d.md) - [ReplicationPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ReplicationPad1d.md) - [ReplicationPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ReplicationPad2d.md) - [ReplicationPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ReplicationPad3d.md) - [ZeroPad1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ZeroPad1d.md) - [ZeroPad2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ZeroPad2d.md) - [ZeroPad3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.padding.ZeroPad3d.md) - [PixelShuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pixelshuffle.PixelShuffle.md) - [PixelUnshuffle](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pixelshuffle.PixelUnshuffle.md) - [AdaptiveAvgPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AdaptiveAvgPool1d.md) - [AdaptiveAvgPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AdaptiveAvgPool2d.md) - [AdaptiveAvgPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AdaptiveAvgPool3d.md) - [AdaptiveMaxPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AdaptiveMaxPool1d.md) - [AdaptiveMaxPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AdaptiveMaxPool2d.md) - [AdaptiveMaxPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AdaptiveMaxPool3d.md) - [AvgPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AvgPool1d.md) - [AvgPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AvgPool2d.md) - [AvgPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.AvgPool3d.md) - [FractionalMaxPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.FractionalMaxPool2d.md) - [FractionalMaxPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.FractionalMaxPool3d.md) - [LPPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.LPPool1d.md) - [LPPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.LPPool2d.md) - [LPPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.LPPool3d.md) - [MaxPool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.MaxPool1d.md) - [MaxPool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.MaxPool2d.md) - [MaxPool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.MaxPool3d.md) - [MaxUnpool1d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.MaxUnpool1d.md) - [MaxUnpool2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.MaxUnpool2d.md) - [MaxUnpool3d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.pooling.MaxUnpool3d.md) - [GRU](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.rnn.GRU.md) - [GRUCell](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.rnn.GRUCell.md) - [LSTM](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.rnn.LSTM.md) - [LSTMCell](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.rnn.LSTMCell.md) - [RNN](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.rnn.RNN.md) - [RNNBase](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.rnn.RNNBase.md) - [RNNCell](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.rnn.RNNCell.md) - [Embedding](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.sparse.Embedding.md) - [EmbeddingBag](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.sparse.EmbeddingBag.md) - [Transformer](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.transformer.Transformer.md) - [TransformerDecoder](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.transformer.TransformerDecoder.md) - [TransformerDecoderLayer](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.transformer.TransformerDecoderLayer.md) - [TransformerEncoder](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.transformer.TransformerEncoder.md) - [TransformerEncoderLayer](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.transformer.TransformerEncoderLayer.md) - [Upsample](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.upsampling.Upsample.md) - [UpsamplingBilinear2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.upsampling.UpsamplingBilinear2d.md) - [UpsamplingNearest2d](https://docs.pytorch.org/docs/stable/generated/torch.nn.modules.upsampling.UpsamplingNearest2d.md) - [DistributedDataParallel](https://docs.pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.md) - [Buffer](https://docs.pytorch.org/docs/stable/generated/torch.nn.parameter.Buffer.md) - [Parameter](https://docs.pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.md) - [UninitializedBuffer](https://docs.pytorch.org/docs/stable/generated/torch.nn.parameter.UninitializedBuffer.md) - [UninitializedParameter](https://docs.pytorch.org/docs/stable/generated/torch.nn.parameter.UninitializedParameter.md) - [torch.nn.parameter.is_lazy](https://docs.pytorch.org/docs/stable/generated/torch.nn.parameter.is_lazy.md) - [torch.nn.utils.clip_grad.clip_grad_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad.clip_grad_norm.md) - [torch.nn.utils.clip_grad.clip_grad_norm_](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad.clip_grad_norm_.md) - [torch.nn.utils.clip_grad.clip_grad_value_](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad.clip_grad_value_.md) - [torch.nn.utils.clip_grad_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_norm.md) - [torch.nn.utils.clip_grad_norm_](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_norm_.md) - [torch.nn.utils.clip_grad_value_](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_value_.md) - [torch.nn.utils.clip_grads_with_norm_](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grads_with_norm_.md) - [torch.nn.utils.convert_conv2d_weight_memory_format](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.convert_conv2d_weight_memory_format.md) - [torch.nn.utils.convert_conv3d_weight_memory_format](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.convert_conv3d_weight_memory_format.md) - [torch.nn.utils.convert_parameters.parameters_to_vector](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.convert_parameters.parameters_to_vector.md) - [torch.nn.utils.convert_parameters.vector_to_parameters](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.convert_parameters.vector_to_parameters.md) - [torch.nn.utils.fuse_conv_bn_eval](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fuse_conv_bn_eval.md) - [torch.nn.utils.fuse_conv_bn_weights](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fuse_conv_bn_weights.md) - [torch.nn.utils.fuse_linear_bn_eval](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fuse_linear_bn_eval.md) - [torch.nn.utils.fuse_linear_bn_weights](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fuse_linear_bn_weights.md) - [torch.nn.utils.fusion.fuse_conv_bn_eval](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fusion.fuse_conv_bn_eval.md) - [torch.nn.utils.fusion.fuse_conv_bn_weights](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fusion.fuse_conv_bn_weights.md) - [torch.nn.utils.fusion.fuse_linear_bn_eval](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fusion.fuse_linear_bn_eval.md) - [torch.nn.utils.fusion.fuse_linear_bn_weights](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.fusion.fuse_linear_bn_weights.md) - [torch.nn.utils.get_total_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.get_total_norm.md) - [torch.nn.utils.init.skip_init](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.init.skip_init.md) - [torch.nn.utils.memory_format.convert_conv2d_weight_memory_format](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.memory_format.convert_conv2d_weight_memory_format.md) - [torch.nn.utils.memory_format.convert_conv3d_weight_memory_format](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.memory_format.convert_conv3d_weight_memory_format.md) - [torch.nn.utils.parameters_to_vector](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parameters_to_vector.md) - [torch.nn.utils.parametrizations.orthogonal](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.orthogonal.md) - [torch.nn.utils.parametrizations.spectral_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.spectral_norm.md) - [torch.nn.utils.parametrizations.weight_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.md) - [ParametrizationList](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.ParametrizationList.md) - [torch.nn.utils.parametrize.cached](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.cached.md) - [torch.nn.utils.parametrize.is_parametrized](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.is_parametrized.md) - [torch.nn.utils.parametrize.register_parametrization](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.register_parametrization.md) - [torch.nn.utils.parametrize.remove_parametrizations](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.remove_parametrizations.md) - [torch.nn.utils.parametrize.transfer_parametrizations_and_params](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.transfer_parametrizations_and_params.md) - [torch.nn.utils.parametrize.type_before_parametrizations](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.type_before_parametrizations.md) - [BasePruningMethod](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.BasePruningMethod.md) - [CustomFromMask](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.CustomFromMask.md) - [Identity](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.Identity_class.md) - [L1Unstructured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.L1Unstructured.md) - [LnStructured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.LnStructured.md) - [PruningContainer](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.PruningContainer.md) - [RandomStructured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.RandomStructured.md) - [RandomUnstructured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.RandomUnstructured.md) - [torch.nn.utils.prune.custom_from_mask](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.custom_from_mask.md) - [torch.nn.utils.prune.global_unstructured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.global_unstructured.md) - [torch.nn.utils.prune.identity](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.identity_function.md) - [torch.nn.utils.prune.is_pruned](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.is_pruned.md) - [torch.nn.utils.prune.l1_unstructured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.l1_unstructured.md) - [torch.nn.utils.prune.ln_structured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.ln_structured.md) - [torch.nn.utils.prune.random_structured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.random_structured.md) - [torch.nn.utils.prune.random_unstructured](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.random_unstructured.md) - [torch.nn.utils.prune.remove](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.prune.remove.md) - [torch.nn.utils.remove_spectral_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.remove_spectral_norm.md) - [torch.nn.utils.remove_weight_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.md) - [PackedSequence](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.PackedSequence.md) - [torch.nn.utils.rnn.invert_permutation](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.invert_permutation.md) - [torch.nn.utils.rnn.pack_padded_sequence](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.pack_padded_sequence.md) - [torch.nn.utils.rnn.pack_sequence](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.pack_sequence.md) - [torch.nn.utils.rnn.pad_packed_sequence](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.pad_packed_sequence.md) - [torch.nn.utils.rnn.pad_sequence](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.pad_sequence.md) - [torch.nn.utils.rnn.unpack_sequence](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.unpack_sequence.md) - [torch.nn.utils.rnn.unpad_sequence](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.rnn.unpad_sequence.md) - [torch.nn.utils.skip_init](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.skip_init.md) - [torch.nn.utils.spectral_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.md) - [torch.nn.utils.spectral_norm.remove_spectral_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.remove_spectral_norm.md) - [torch.nn.utils.spectral_norm.spectral_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.spectral_norm.md) - [torch.nn.utils.stateless.functional_call](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.stateless.functional_call.md) - [torch.nn.utils.vector_to_parameters](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.vector_to_parameters.md) - [torch.nn.utils.weight_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.md) - [torch.nn.utils.weight_norm.remove_weight_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.remove_weight_norm.md) - [torch.nn.utils.weight_norm.weight_norm](https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.weight_norm.md) - [no_grad](https://docs.pytorch.org/docs/stable/generated/torch.no_grad.md) - [torch.nonzero](https://docs.pytorch.org/docs/stable/generated/torch.nonzero.md) - [torch.nonzero_static](https://docs.pytorch.org/docs/stable/generated/torch.nonzero_static.md) - [torch.norm](https://docs.pytorch.org/docs/stable/generated/torch.norm.md) - [torch.norm_except_dim](https://docs.pytorch.org/docs/stable/generated/torch.norm_except_dim.md) - [torch.normal](https://docs.pytorch.org/docs/stable/generated/torch.normal.md) - [torch.not_equal](https://docs.pytorch.org/docs/stable/generated/torch.not_equal.md) - [torch.nuclear_norm](https://docs.pytorch.org/docs/stable/generated/torch.nuclear_norm.md) - [torch.numel](https://docs.pytorch.org/docs/stable/generated/torch.numel.md) - [torch.ones](https://docs.pytorch.org/docs/stable/generated/torch.ones.md) - [torch.ones_like](https://docs.pytorch.org/docs/stable/generated/torch.ones_like.md) - [ASGD](https://docs.pytorch.org/docs/stable/generated/torch.optim.ASGD.md) - [Adadelta](https://docs.pytorch.org/docs/stable/generated/torch.optim.Adadelta.md) - [Adafactor](https://docs.pytorch.org/docs/stable/generated/torch.optim.Adafactor.md) - [Adagrad](https://docs.pytorch.org/docs/stable/generated/torch.optim.Adagrad.md) - [Adam](https://docs.pytorch.org/docs/stable/generated/torch.optim.Adam.md) - [AdamW](https://docs.pytorch.org/docs/stable/generated/torch.optim.AdamW.md) - [Adamax](https://docs.pytorch.org/docs/stable/generated/torch.optim.Adamax.md) - [LBFGS](https://docs.pytorch.org/docs/stable/generated/torch.optim.LBFGS.md) - [Muon](https://docs.pytorch.org/docs/stable/generated/torch.optim.Muon.md) - [NAdam](https://docs.pytorch.org/docs/stable/generated/torch.optim.NAdam.md) - [torch.optim.Optimizer.add_param_group](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.md) - [torch.optim.Optimizer.load_state_dict](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.md) - [torch.optim.Optimizer.register_load_state_dict_post_hook](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.register_load_state_dict_post_hook.md) - [torch.optim.Optimizer.register_load_state_dict_pre_hook](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.register_load_state_dict_pre_hook.md) - [torch.optim.Optimizer.register_state_dict_post_hook](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.register_state_dict_post_hook.md) - [torch.optim.Optimizer.register_state_dict_pre_hook](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.register_state_dict_pre_hook.md) - [torch.optim.Optimizer.register_step_post_hook](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.register_step_post_hook.md) - [torch.optim.Optimizer.register_step_pre_hook](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.register_step_pre_hook.md) - [torch.optim.Optimizer.state_dict](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.md) - [torch.optim.Optimizer.step](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.md) - [torch.optim.Optimizer.zero_grad](https://docs.pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.md) - [RAdam](https://docs.pytorch.org/docs/stable/generated/torch.optim.RAdam.md) - [RMSprop](https://docs.pytorch.org/docs/stable/generated/torch.optim.RMSprop.md) - [Rprop](https://docs.pytorch.org/docs/stable/generated/torch.optim.Rprop.md) - [SGD](https://docs.pytorch.org/docs/stable/generated/torch.optim.SGD.md) - [SparseAdam](https://docs.pytorch.org/docs/stable/generated/torch.optim.SparseAdam.md) - [Adadelta](https://docs.pytorch.org/docs/stable/generated/torch.optim.adadelta.Adadelta_class.md) - [torch.optim.adadelta.adadelta](https://docs.pytorch.org/docs/stable/generated/torch.optim.adadelta.adadelta_function.md) - [Adagrad](https://docs.pytorch.org/docs/stable/generated/torch.optim.adagrad.Adagrad_class.md) - [torch.optim.adagrad.adagrad](https://docs.pytorch.org/docs/stable/generated/torch.optim.adagrad.adagrad_function.md) - [Adam](https://docs.pytorch.org/docs/stable/generated/torch.optim.adam.Adam_class.md) - [torch.optim.adam.adam](https://docs.pytorch.org/docs/stable/generated/torch.optim.adam.adam_function.md) - [Adamax](https://docs.pytorch.org/docs/stable/generated/torch.optim.adamax.Adamax_class.md) - [torch.optim.adamax.adamax](https://docs.pytorch.org/docs/stable/generated/torch.optim.adamax.adamax_function.md) - [AdamW](https://docs.pytorch.org/docs/stable/generated/torch.optim.adamw.AdamW_class.md) - [torch.optim.adamw.adamw](https://docs.pytorch.org/docs/stable/generated/torch.optim.adamw.adamw_function.md) - [ASGD](https://docs.pytorch.org/docs/stable/generated/torch.optim.asgd.ASGD_class.md) - [torch.optim.asgd.asgd](https://docs.pytorch.org/docs/stable/generated/torch.optim.asgd.asgd_function.md) - [LBFGS](https://docs.pytorch.org/docs/stable/generated/torch.optim.lbfgs.LBFGS.md) - [ChainedScheduler](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ChainedScheduler.md) - [ConstantLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.md) - [CosineAnnealingLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.md) - [CosineAnnealingWarmRestarts](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md) - [CyclicLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.md) - [ExponentialLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.md) - [LRScheduler](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LRScheduler.md) - [LambdaLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.md) - [LinearLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.md) - [MultiStepLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.md) - [MultiplicativeLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.md) - [OneCycleLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.md) - [PolynomialLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.PolynomialLR.md) - [ReduceLROnPlateau](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.md) - [SequentialLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.SequentialLR.md) - [StepLR](https://docs.pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.md) - [NAdam](https://docs.pytorch.org/docs/stable/generated/torch.optim.nadam.NAdam_class.md) - [torch.optim.nadam.nadam](https://docs.pytorch.org/docs/stable/generated/torch.optim.nadam.nadam_function.md) - [RAdam](https://docs.pytorch.org/docs/stable/generated/torch.optim.radam.RAdam_class.md) - [torch.optim.radam.radam](https://docs.pytorch.org/docs/stable/generated/torch.optim.radam.radam_function.md) - [RMSprop](https://docs.pytorch.org/docs/stable/generated/torch.optim.rmsprop.RMSprop_class.md) - [torch.optim.rmsprop.rmsprop](https://docs.pytorch.org/docs/stable/generated/torch.optim.rmsprop.rmsprop_function.md) - [Rprop](https://docs.pytorch.org/docs/stable/generated/torch.optim.rprop.Rprop_class.md) - [torch.optim.rprop.rprop](https://docs.pytorch.org/docs/stable/generated/torch.optim.rprop.rprop_function.md) - [SGD](https://docs.pytorch.org/docs/stable/generated/torch.optim.sgd.SGD_class.md) - [torch.optim.sgd.sgd](https://docs.pytorch.org/docs/stable/generated/torch.optim.sgd.sgd_function.md) - [SparseAdam](https://docs.pytorch.org/docs/stable/generated/torch.optim.sparse_adam.SparseAdam.md) - [AveragedModel](https://docs.pytorch.org/docs/stable/generated/torch.optim.swa_utils.AveragedModel.md) - [SWALR](https://docs.pytorch.org/docs/stable/generated/torch.optim.swa_utils.SWALR.md) - [torch.optim.swa_utils.get_ema_avg_fn](https://docs.pytorch.org/docs/stable/generated/torch.optim.swa_utils.get_ema_avg_fn.md) - [torch.optim.swa_utils.get_swa_avg_fn](https://docs.pytorch.org/docs/stable/generated/torch.optim.swa_utils.get_swa_avg_fn.md) - [torch.optim.swa_utils.get_swa_multi_avg_fn](https://docs.pytorch.org/docs/stable/generated/torch.optim.swa_utils.get_swa_multi_avg_fn.md) - [torch.orgqr](https://docs.pytorch.org/docs/stable/generated/torch.orgqr.md) - [torch.ormqr](https://docs.pytorch.org/docs/stable/generated/torch.ormqr.md) - [torch.outer](https://docs.pytorch.org/docs/stable/generated/torch.outer.md) - [torch.pairwise_distance](https://docs.pytorch.org/docs/stable/generated/torch.pairwise_distance.md) - [torch.parse_ir](https://docs.pytorch.org/docs/stable/generated/torch.parse_ir.md) - [torch.parse_schema](https://docs.pytorch.org/docs/stable/generated/torch.parse_schema.md) - [torch.parse_type_comment](https://docs.pytorch.org/docs/stable/generated/torch.parse_type_comment.md) - [torch.pca_lowrank](https://docs.pytorch.org/docs/stable/generated/torch.pca_lowrank.md) - [torch.pdist](https://docs.pytorch.org/docs/stable/generated/torch.pdist.md) - [torch.permute](https://docs.pytorch.org/docs/stable/generated/torch.permute.md) - [torch.permute_copy](https://docs.pytorch.org/docs/stable/generated/torch.permute_copy.md) - [torch.pinverse](https://docs.pytorch.org/docs/stable/generated/torch.pinverse.md) - [torch.pixel_unshuffle](https://docs.pytorch.org/docs/stable/generated/torch.pixel_unshuffle.md) - [torch.poisson](https://docs.pytorch.org/docs/stable/generated/torch.poisson.md) - [torch.poisson_nll_loss](https://docs.pytorch.org/docs/stable/generated/torch.poisson_nll_loss.md) - [torch.polar](https://docs.pytorch.org/docs/stable/generated/torch.polar.md) - [torch.polygamma](https://docs.pytorch.org/docs/stable/generated/torch.polygamma.md) - [torch.positive](https://docs.pytorch.org/docs/stable/generated/torch.positive.md) - [torch.pow](https://docs.pytorch.org/docs/stable/generated/torch.pow.md) - [torch.prelu](https://docs.pytorch.org/docs/stable/generated/torch.prelu.md) - [torch.prod](https://docs.pytorch.org/docs/stable/generated/torch.prod.md) - [torch.promote_types](https://docs.pytorch.org/docs/stable/generated/torch.promote_types.md) - [torch.put](https://docs.pytorch.org/docs/stable/generated/torch.put.md) - [torch.q_per_channel_axis](https://docs.pytorch.org/docs/stable/generated/torch.q_per_channel_axis.md) - [torch.q_per_channel_scales](https://docs.pytorch.org/docs/stable/generated/torch.q_per_channel_scales.md) - [torch.q_per_channel_zero_points](https://docs.pytorch.org/docs/stable/generated/torch.q_per_channel_zero_points.md) - [torch.q_scale](https://docs.pytorch.org/docs/stable/generated/torch.q_scale.md) - [torch.q_zero_point](https://docs.pytorch.org/docs/stable/generated/torch.q_zero_point.md) - [torch.qr](https://docs.pytorch.org/docs/stable/generated/torch.qr.md) - [torch.quantile](https://docs.pytorch.org/docs/stable/generated/torch.quantile.md) - [quantize_per_channel](https://docs.pytorch.org/docs/stable/generated/torch.quantize_per_channel.md) - [quantize_per_tensor](https://docs.pytorch.org/docs/stable/generated/torch.quantize_per_tensor.md) - [torch.quantize_per_tensor_dynamic](https://docs.pytorch.org/docs/stable/generated/torch.quantize_per_tensor_dynamic.md) - [torch.quantized_batch_norm](https://docs.pytorch.org/docs/stable/generated/torch.quantized_batch_norm.md) - [torch.quantized_gru_cell](https://docs.pytorch.org/docs/stable/generated/torch.quantized_gru_cell.md) - [torch.quantized_lstm_cell](https://docs.pytorch.org/docs/stable/generated/torch.quantized_lstm_cell.md) - [torch.quantized_max_pool1d](https://docs.pytorch.org/docs/stable/generated/torch.quantized_max_pool1d.md) - [torch.quantized_max_pool2d](https://docs.pytorch.org/docs/stable/generated/torch.quantized_max_pool2d.md) - [torch.quantized_max_pool3d](https://docs.pytorch.org/docs/stable/generated/torch.quantized_max_pool3d.md) - [torch.quantized_rnn_relu_cell](https://docs.pytorch.org/docs/stable/generated/torch.quantized_rnn_relu_cell.md) - [torch.quantized_rnn_tanh_cell](https://docs.pytorch.org/docs/stable/generated/torch.quantized_rnn_tanh_cell.md) - [SobolEngine](https://docs.pytorch.org/docs/stable/generated/torch.quasirandom.SobolEngine.md) - [torch.rad2deg](https://docs.pytorch.org/docs/stable/generated/torch.rad2deg.md) - [torch.rad2deg_](https://docs.pytorch.org/docs/stable/generated/torch.rad2deg_.md) - [torch.rand](https://docs.pytorch.org/docs/stable/generated/torch.rand.md) - [torch.rand_like](https://docs.pytorch.org/docs/stable/generated/torch.rand_like.md) - [torch.randint](https://docs.pytorch.org/docs/stable/generated/torch.randint.md) - [torch.randint_like](https://docs.pytorch.org/docs/stable/generated/torch.randint_like.md) - [torch.randn](https://docs.pytorch.org/docs/stable/generated/torch.randn.md) - [torch.randn_like](https://docs.pytorch.org/docs/stable/generated/torch.randn_like.md) - [torch.randperm](https://docs.pytorch.org/docs/stable/generated/torch.randperm.md) - [torch.range](https://docs.pytorch.org/docs/stable/generated/torch.range.md) - [torch.ravel](https://docs.pytorch.org/docs/stable/generated/torch.ravel.md) - [torch.real](https://docs.pytorch.org/docs/stable/generated/torch.real.md) - [torch.reciprocal](https://docs.pytorch.org/docs/stable/generated/torch.reciprocal.md) - [torch.reciprocal_](https://docs.pytorch.org/docs/stable/generated/torch.reciprocal_.md) - [torch.relu_](https://docs.pytorch.org/docs/stable/generated/torch.relu_.md) - [torch.remainder](https://docs.pytorch.org/docs/stable/generated/torch.remainder.md) - [torch.renorm](https://docs.pytorch.org/docs/stable/generated/torch.renorm.md) - [torch.repeat_interleave](https://docs.pytorch.org/docs/stable/generated/torch.repeat_interleave.md) - [torch.reshape](https://docs.pytorch.org/docs/stable/generated/torch.reshape.md) - [torch.resize_as_](https://docs.pytorch.org/docs/stable/generated/torch.resize_as_.md) - [torch.resize_as_sparse_](https://docs.pytorch.org/docs/stable/generated/torch.resize_as_sparse_.md) - [torch.resolve_conj](https://docs.pytorch.org/docs/stable/generated/torch.resolve_conj.md) - [torch.resolve_neg](https://docs.pytorch.org/docs/stable/generated/torch.resolve_neg.md) - [torch.result_type](https://docs.pytorch.org/docs/stable/generated/torch.result_type.md) - [torch.rms_norm](https://docs.pytorch.org/docs/stable/generated/torch.rms_norm.md) - [torch.rnn_relu](https://docs.pytorch.org/docs/stable/generated/torch.rnn_relu.md) - [torch.rnn_relu_cell](https://docs.pytorch.org/docs/stable/generated/torch.rnn_relu_cell.md) - [torch.rnn_tanh](https://docs.pytorch.org/docs/stable/generated/torch.rnn_tanh.md) - [torch.rnn_tanh_cell](https://docs.pytorch.org/docs/stable/generated/torch.rnn_tanh_cell.md) - [torch.roll](https://docs.pytorch.org/docs/stable/generated/torch.roll.md) - [torch.rot90](https://docs.pytorch.org/docs/stable/generated/torch.rot90.md) - [torch.round](https://docs.pytorch.org/docs/stable/generated/torch.round.md) - [torch.round_](https://docs.pytorch.org/docs/stable/generated/torch.round_.md) - [torch.row_indices_copy](https://docs.pytorch.org/docs/stable/generated/torch.row_indices_copy.md) - [torch.row_stack](https://docs.pytorch.org/docs/stable/generated/torch.row_stack.md) - [torch.rrelu](https://docs.pytorch.org/docs/stable/generated/torch.rrelu.md) - [torch.rrelu_](https://docs.pytorch.org/docs/stable/generated/torch.rrelu_.md) - [torch.rsqrt](https://docs.pytorch.org/docs/stable/generated/torch.rsqrt.md) - [torch.rsqrt_](https://docs.pytorch.org/docs/stable/generated/torch.rsqrt_.md) - [torch.rsub](https://docs.pytorch.org/docs/stable/generated/torch.rsub.md) - [torch.saddmm](https://docs.pytorch.org/docs/stable/generated/torch.saddmm.md) - [torch.save](https://docs.pytorch.org/docs/stable/generated/torch.save.md) - [torch.scalar_tensor](https://docs.pytorch.org/docs/stable/generated/torch.scalar_tensor.md) - [torch.scatter](https://docs.pytorch.org/docs/stable/generated/torch.scatter.md) - [torch.scatter_add](https://docs.pytorch.org/docs/stable/generated/torch.scatter_add.md) - [torch.scatter_reduce](https://docs.pytorch.org/docs/stable/generated/torch.scatter_reduce.md) - [torch.searchsorted](https://docs.pytorch.org/docs/stable/generated/torch.searchsorted.md) - [torch.seed](https://docs.pytorch.org/docs/stable/generated/torch.seed.md) - [torch.segment_reduce](https://docs.pytorch.org/docs/stable/generated/torch.segment_reduce.md) - [torch.select](https://docs.pytorch.org/docs/stable/generated/torch.select.md) - [torch.select_copy](https://docs.pytorch.org/docs/stable/generated/torch.select_copy.md) - [torch.select_scatter](https://docs.pytorch.org/docs/stable/generated/torch.select_scatter.md) - [torch.selu](https://docs.pytorch.org/docs/stable/generated/torch.selu.md) - [torch.selu_](https://docs.pytorch.org/docs/stable/generated/torch.selu_.md) - [StorageType](https://docs.pytorch.org/docs/stable/generated/torch.serialization.StorageType.md) - [torch.set_anomaly_enabled](https://docs.pytorch.org/docs/stable/generated/torch.set_anomaly_enabled.md) - [torch.set_autocast_cache_enabled](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_cache_enabled.md) - [torch.set_autocast_cpu_dtype](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_cpu_dtype.md) - [torch.set_autocast_cpu_enabled](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_cpu_enabled.md) - [torch.set_autocast_dtype](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_dtype.md) - [torch.set_autocast_enabled](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_enabled.md) - [torch.set_autocast_gpu_dtype](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_gpu_dtype.md) - [torch.set_autocast_ipu_dtype](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_ipu_dtype.md) - [torch.set_autocast_ipu_enabled](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_ipu_enabled.md) - [torch.set_autocast_xla_dtype](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_xla_dtype.md) - [torch.set_autocast_xla_enabled](https://docs.pytorch.org/docs/stable/generated/torch.set_autocast_xla_enabled.md) - [torch.set_default_device](https://docs.pytorch.org/docs/stable/generated/torch.set_default_device.md) - [torch.set_default_dtype](https://docs.pytorch.org/docs/stable/generated/torch.set_default_dtype.md) - [torch.set_default_tensor_type](https://docs.pytorch.org/docs/stable/generated/torch.set_default_tensor_type.md) - [torch.set_deterministic_debug_mode](https://docs.pytorch.org/docs/stable/generated/torch.set_deterministic_debug_mode.md) - [torch.set_float32_matmul_precision](https://docs.pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.md) - [torch.set_flush_denormal](https://docs.pytorch.org/docs/stable/generated/torch.set_flush_denormal.md) - [torch.set_num_interop_threads](https://docs.pytorch.org/docs/stable/generated/torch.set_num_interop_threads.md) - [torch.set_num_threads](https://docs.pytorch.org/docs/stable/generated/torch.set_num_threads.md) - [torch.set_printoptions](https://docs.pytorch.org/docs/stable/generated/torch.set_printoptions.md) - [torch.set_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.set_rng_state.md) - [torch.set_warn_always](https://docs.pytorch.org/docs/stable/generated/torch.set_warn_always.md) - [torch.sgn](https://docs.pytorch.org/docs/stable/generated/torch.sgn.md) - [torch.sigmoid](https://docs.pytorch.org/docs/stable/generated/torch.sigmoid.md) - [torch.sigmoid_](https://docs.pytorch.org/docs/stable/generated/torch.sigmoid_.md) - [torch.sign](https://docs.pytorch.org/docs/stable/generated/torch.sign.md) - [torch.signal.windows.windows.bartlett](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.bartlett.md) - [torch.signal.windows.windows.blackman](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.blackman.md) - [torch.signal.windows.windows.cosine](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.cosine.md) - [torch.signal.windows.windows.exponential](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.exponential.md) - [torch.signal.windows.windows.gaussian](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.gaussian.md) - [torch.signal.windows.windows.general_cosine](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.general_cosine.md) - [torch.signal.windows.windows.general_hamming](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.general_hamming.md) - [torch.signal.windows.windows.hamming](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.hamming.md) - [torch.signal.windows.windows.hann](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.hann.md) - [torch.signal.windows.windows.kaiser](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.kaiser.md) - [torch.signal.windows.windows.nuttall](https://docs.pytorch.org/docs/stable/generated/torch.signal.windows.windows.nuttall.md) - [torch.signbit](https://docs.pytorch.org/docs/stable/generated/torch.signbit.md) - [torch.sin](https://docs.pytorch.org/docs/stable/generated/torch.sin.md) - [torch.sin_](https://docs.pytorch.org/docs/stable/generated/torch.sin_.md) - [torch.sinc](https://docs.pytorch.org/docs/stable/generated/torch.sinc.md) - [torch.sinc_](https://docs.pytorch.org/docs/stable/generated/torch.sinc_.md) - [torch.sinh](https://docs.pytorch.org/docs/stable/generated/torch.sinh.md) - [torch.sinh_](https://docs.pytorch.org/docs/stable/generated/torch.sinh_.md) - [torch.slice_copy](https://docs.pytorch.org/docs/stable/generated/torch.slice_copy.md) - [torch.slice_inverse](https://docs.pytorch.org/docs/stable/generated/torch.slice_inverse.md) - [torch.slice_scatter](https://docs.pytorch.org/docs/stable/generated/torch.slice_scatter.md) - [torch.slogdet](https://docs.pytorch.org/docs/stable/generated/torch.slogdet.md) - [torch.smm](https://docs.pytorch.org/docs/stable/generated/torch.smm.md) - [torch.softmax](https://docs.pytorch.org/docs/stable/generated/torch.softmax.md) - [torch.sort](https://docs.pytorch.org/docs/stable/generated/torch.sort.md) - [torch.sparse.addmm](https://docs.pytorch.org/docs/stable/generated/torch.sparse.addmm.md) - [torch.sparse.as_sparse_gradcheck](https://docs.pytorch.org/docs/stable/generated/torch.sparse.as_sparse_gradcheck.md) - [check_sparse_tensor_invariants](https://docs.pytorch.org/docs/stable/generated/torch.sparse.check_sparse_tensor_invariants.md) - [torch.sparse.log_softmax](https://docs.pytorch.org/docs/stable/generated/torch.sparse.log_softmax.md) - [torch.sparse.mm](https://docs.pytorch.org/docs/stable/generated/torch.sparse.mm.md) - [torch.sparse.sampled_addmm](https://docs.pytorch.org/docs/stable/generated/torch.sparse.sampled_addmm.md) - [SparseSemiStructuredTensorCUSPARSELT](https://docs.pytorch.org/docs/stable/generated/torch.sparse.semi_structured.SparseSemiStructuredTensorCUSPARSELT.md) - [SparseSemiStructuredTensorCUTLASS](https://docs.pytorch.org/docs/stable/generated/torch.sparse.semi_structured.SparseSemiStructuredTensorCUTLASS.md) - [torch.sparse.softmax](https://docs.pytorch.org/docs/stable/generated/torch.sparse.softmax.md) - [torch.sparse.spdiags](https://docs.pytorch.org/docs/stable/generated/torch.sparse.spdiags.md) - [torch.sparse.spsolve](https://docs.pytorch.org/docs/stable/generated/torch.sparse.spsolve.md) - [torch.sparse.sum](https://docs.pytorch.org/docs/stable/generated/torch.sparse.sum.md) - [torch.sparse_bsc_tensor](https://docs.pytorch.org/docs/stable/generated/torch.sparse_bsc_tensor.md) - [torch.sparse_bsr_tensor](https://docs.pytorch.org/docs/stable/generated/torch.sparse_bsr_tensor.md) - [torch.sparse_compressed_tensor](https://docs.pytorch.org/docs/stable/generated/torch.sparse_compressed_tensor.md) - [torch.sparse_coo_tensor](https://docs.pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.md) - [torch.sparse_csc_tensor](https://docs.pytorch.org/docs/stable/generated/torch.sparse_csc_tensor.md) - [torch.sparse_csr_tensor](https://docs.pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.md) - [torch.split](https://docs.pytorch.org/docs/stable/generated/torch.split.md) - [torch.split_copy](https://docs.pytorch.org/docs/stable/generated/torch.split_copy.md) - [torch.split_with_sizes_copy](https://docs.pytorch.org/docs/stable/generated/torch.split_with_sizes_copy.md) - [torch.spmm](https://docs.pytorch.org/docs/stable/generated/torch.spmm.md) - [torch.sqrt](https://docs.pytorch.org/docs/stable/generated/torch.sqrt.md) - [torch.sqrt_](https://docs.pytorch.org/docs/stable/generated/torch.sqrt_.md) - [torch.square](https://docs.pytorch.org/docs/stable/generated/torch.square.md) - [torch.square_](https://docs.pytorch.org/docs/stable/generated/torch.square_.md) - [torch.squeeze](https://docs.pytorch.org/docs/stable/generated/torch.squeeze.md) - [torch.squeeze_copy](https://docs.pytorch.org/docs/stable/generated/torch.squeeze_copy.md) - [torch.sspaddmm](https://docs.pytorch.org/docs/stable/generated/torch.sspaddmm.md) - [torch.stack](https://docs.pytorch.org/docs/stable/generated/torch.stack.md) - [torch.std](https://docs.pytorch.org/docs/stable/generated/torch.std.md) - [torch.std_mean](https://docs.pytorch.org/docs/stable/generated/torch.std_mean.md) - [torch.stft](https://docs.pytorch.org/docs/stable/generated/torch.stft.md) - [torch.sub](https://docs.pytorch.org/docs/stable/generated/torch.sub.md) - [torch.subtract](https://docs.pytorch.org/docs/stable/generated/torch.subtract.md) - [torch.sum](https://docs.pytorch.org/docs/stable/generated/torch.sum.md) - [torch.svd](https://docs.pytorch.org/docs/stable/generated/torch.svd.md) - [torch.svd_lowrank](https://docs.pytorch.org/docs/stable/generated/torch.svd_lowrank.md) - [torch.swapaxes](https://docs.pytorch.org/docs/stable/generated/torch.swapaxes.md) - [torch.swapdims](https://docs.pytorch.org/docs/stable/generated/torch.swapdims.md) - [torch.sym_constrain_range](https://docs.pytorch.org/docs/stable/generated/torch.sym_constrain_range.md) - [torch.sym_constrain_range_for_size](https://docs.pytorch.org/docs/stable/generated/torch.sym_constrain_range_for_size.md) - [torch.sym_float](https://docs.pytorch.org/docs/stable/generated/torch.sym_float.md) - [torch.sym_fresh_size](https://docs.pytorch.org/docs/stable/generated/torch.sym_fresh_size.md) - [torch.sym_int](https://docs.pytorch.org/docs/stable/generated/torch.sym_int.md) - [torch.sym_ite](https://docs.pytorch.org/docs/stable/generated/torch.sym_ite.md) - [torch.sym_max](https://docs.pytorch.org/docs/stable/generated/torch.sym_max.md) - [torch.sym_min](https://docs.pytorch.org/docs/stable/generated/torch.sym_min.md) - [torch.sym_not](https://docs.pytorch.org/docs/stable/generated/torch.sym_not.md) - [torch.sym_sqrt](https://docs.pytorch.org/docs/stable/generated/torch.sym_sqrt.md) - [torch.sym_sum](https://docs.pytorch.org/docs/stable/generated/torch.sym_sum.md) - [torch.t](https://docs.pytorch.org/docs/stable/generated/torch.t.md) - [torch.t_copy](https://docs.pytorch.org/docs/stable/generated/torch.t_copy.md) - [torch.take](https://docs.pytorch.org/docs/stable/generated/torch.take.md) - [torch.take_along_dim](https://docs.pytorch.org/docs/stable/generated/torch.take_along_dim.md) - [torch.tan](https://docs.pytorch.org/docs/stable/generated/torch.tan.md) - [torch.tan_](https://docs.pytorch.org/docs/stable/generated/torch.tan_.md) - [torch.tanh](https://docs.pytorch.org/docs/stable/generated/torch.tanh.md) - [torch.tanh_](https://docs.pytorch.org/docs/stable/generated/torch.tanh_.md) - [torch.tensor](https://docs.pytorch.org/docs/stable/generated/torch.tensor.md) - [torch.tensor_split](https://docs.pytorch.org/docs/stable/generated/torch.tensor_split.md) - [torch.tensordot](https://docs.pytorch.org/docs/stable/generated/torch.tensordot.md) - [torch.threshold](https://docs.pytorch.org/docs/stable/generated/torch.threshold.md) - [torch.threshold_](https://docs.pytorch.org/docs/stable/generated/torch.threshold_.md) - [torch.tile](https://docs.pytorch.org/docs/stable/generated/torch.tile.md) - [torch.topk](https://docs.pytorch.org/docs/stable/generated/torch.topk.md) - [torch.trace](https://docs.pytorch.org/docs/stable/generated/torch.trace.md) - [torch.transpose](https://docs.pytorch.org/docs/stable/generated/torch.transpose.md) - [torch.transpose_copy](https://docs.pytorch.org/docs/stable/generated/torch.transpose_copy.md) - [torch.trapezoid](https://docs.pytorch.org/docs/stable/generated/torch.trapezoid.md) - [torch.trapz](https://docs.pytorch.org/docs/stable/generated/torch.trapz.md) - [torch.triangular_solve](https://docs.pytorch.org/docs/stable/generated/torch.triangular_solve.md) - [torch.tril](https://docs.pytorch.org/docs/stable/generated/torch.tril.md) - [torch.tril_indices](https://docs.pytorch.org/docs/stable/generated/torch.tril_indices.md) - [torch.triplet_margin_loss](https://docs.pytorch.org/docs/stable/generated/torch.triplet_margin_loss.md) - [torch.triu](https://docs.pytorch.org/docs/stable/generated/torch.triu.md) - [torch.triu_indices](https://docs.pytorch.org/docs/stable/generated/torch.triu_indices.md) - [torch.true_divide](https://docs.pytorch.org/docs/stable/generated/torch.true_divide.md) - [torch.trunc](https://docs.pytorch.org/docs/stable/generated/torch.trunc.md) - [torch.trunc_](https://docs.pytorch.org/docs/stable/generated/torch.trunc_.md) - [torch.typename](https://docs.pytorch.org/docs/stable/generated/torch.typename.md) - [torch.unbind](https://docs.pytorch.org/docs/stable/generated/torch.unbind.md) - [torch.unbind_copy](https://docs.pytorch.org/docs/stable/generated/torch.unbind_copy.md) - [torch.unflatten](https://docs.pytorch.org/docs/stable/generated/torch.unflatten.md) - [torch.unfold_copy](https://docs.pytorch.org/docs/stable/generated/torch.unfold_copy.md) - [torch.unique](https://docs.pytorch.org/docs/stable/generated/torch.unique.md) - [torch.unique_consecutive](https://docs.pytorch.org/docs/stable/generated/torch.unique_consecutive.md) - [torch.unravel_index](https://docs.pytorch.org/docs/stable/generated/torch.unravel_index.md) - [torch.unsqueeze](https://docs.pytorch.org/docs/stable/generated/torch.unsqueeze.md) - [torch.unsqueeze_copy](https://docs.pytorch.org/docs/stable/generated/torch.unsqueeze_copy.md) - [torch.use_deterministic_algorithms](https://docs.pytorch.org/docs/stable/generated/torch.use_deterministic_algorithms.md) - [torch.utils.backend_registration.generate_methods_for_privateuse1_backend](https://docs.pytorch.org/docs/stable/generated/torch.utils.backend_registration.generate_methods_for_privateuse1_backend.md) - [torch.utils.backend_registration.rename_privateuse1_backend](https://docs.pytorch.org/docs/stable/generated/torch.utils.backend_registration.rename_privateuse1_backend.md) - [torch.utils.benchmark.examples.spectral_ops_fuzz_test.run_benchmark](https://docs.pytorch.org/docs/stable/generated/torch.utils.benchmark.examples.spectral_ops_fuzz_test.run_benchmark.md) - [torch.utils.collect_env.check_release_file](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.check_release_file.md) - [torch.utils.collect_env.is_xnnpack_available](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.is_xnnpack_available.md) - [torch.utils.collect_env.main](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.main.md) - [torch.utils.collect_env.pretty_str](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.pretty_str.md) - [torch.utils.collect_env.run](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.run.md) - [torch.utils.collect_env.run_and_parse_first_match](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.run_and_parse_first_match.md) - [torch.utils.collect_env.run_and_read_all](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.run_and_read_all.md) - [torch.utils.collect_env.run_and_return_first_line](https://docs.pytorch.org/docs/stable/generated/torch.utils.collect_env.run_and_return_first_line.md) - [StreamReaderIterDataPipe](https://docs.pytorch.org/docs/stable/generated/torch.utils.data.datapipes.iter.streamreader.StreamReaderIterDataPipe.md) - [StreamWrapper](https://docs.pytorch.org/docs/stable/generated/torch.utils.data.datapipes.utils.common.StreamWrapper.md) - [torch.utils.flop_counter.baddbmm_flop](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.baddbmm_flop.md) - [torch.utils.flop_counter.bmm_flop](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.bmm_flop.md) - [torch.utils.flop_counter.conv_backward_flop](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.conv_backward_flop.md) - [torch.utils.flop_counter.conv_flop](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.conv_flop.md) - [torch.utils.flop_counter.conv_flop_count](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.conv_flop_count.md) - [torch.utils.flop_counter.register_flop_formula](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.register_flop_formula.md) - [torch.utils.flop_counter.sdpa_backward_flop](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.sdpa_backward_flop.md) - [torch.utils.flop_counter.sdpa_backward_flop_count](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.sdpa_backward_flop_count.md) - [torch.utils.flop_counter.sdpa_flop](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.sdpa_flop.md) - [torch.utils.flop_counter.sdpa_flop_count](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.sdpa_flop_count.md) - [torch.utils.flop_counter.shape_wrapper](https://docs.pytorch.org/docs/stable/generated/torch.utils.flop_counter.shape_wrapper.md) - [torch.utils.get_cpp_backtrace](https://docs.pytorch.org/docs/stable/generated/torch.utils.get_cpp_backtrace.md) - [torch.utils.hipify.hipify_python.add_dim3](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.add_dim3.md) - [torch.utils.hipify.hipify_python.compute_stats](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.compute_stats.md) - [torch.utils.hipify.hipify_python.extract_arguments](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.extract_arguments.md) - [torch.utils.hipify.hipify_python.file_add_header](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.file_add_header.md) - [torch.utils.hipify.hipify_python.file_specific_replacement](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.file_specific_replacement.md) - [torch.utils.hipify.hipify_python.find_bracket_group](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.find_bracket_group.md) - [torch.utils.hipify.hipify_python.find_closure_group](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.find_closure_group.md) - [torch.utils.hipify.hipify_python.find_parentheses_group](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.find_parentheses_group.md) - [torch.utils.hipify.hipify_python.fix_static_global_kernels](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.fix_static_global_kernels.md) - [torch.utils.hipify.hipify_python.get_hip_file_path](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.get_hip_file_path.md) - [torch.utils.hipify.hipify_python.hip_header_magic](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.hip_header_magic.md) - [torch.utils.hipify.hipify_python.hipify](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.hipify.md) - [torch.utils.hipify.hipify_python.is_caffe2_gpu_file](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.is_caffe2_gpu_file.md) - [torch.utils.hipify.hipify_python.is_cusparse_file](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.is_cusparse_file.md) - [torch.utils.hipify.hipify_python.is_out_of_place](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.is_out_of_place.md) - [torch.utils.hipify.hipify_python.is_pytorch_file](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.is_pytorch_file.md) - [torch.utils.hipify.hipify_python.is_special_file](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.is_special_file.md) - [torch.utils.hipify.hipify_python.match_extensions](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.match_extensions.md) - [torch.utils.hipify.hipify_python.matched_files_iter](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.matched_files_iter.md) - [torch.utils.hipify.hipify_python.openf](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.openf.md) - [torch.utils.hipify.hipify_python.preprocess_file_and_save_result](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.preprocess_file_and_save_result.md) - [torch.utils.hipify.hipify_python.preprocessor](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.preprocessor.md) - [torch.utils.hipify.hipify_python.processKernelLaunches](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.processKernelLaunches.md) - [torch.utils.hipify.hipify_python.replace_extern_shared](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.replace_extern_shared.md) - [torch.utils.hipify.hipify_python.replace_math_functions](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.replace_math_functions.md) - [torch.utils.hipify.hipify_python.str2bool](https://docs.pytorch.org/docs/stable/generated/torch.utils.hipify.hipify_python.str2bool.md) - [torch.utils.jit.log_extract.run_baseline_no_fusion](https://docs.pytorch.org/docs/stable/generated/torch.utils.jit.log_extract.run_baseline_no_fusion.md) - [torch.utils.jit.log_extract.run_nnc](https://docs.pytorch.org/docs/stable/generated/torch.utils.jit.log_extract.run_nnc.md) - [torch.utils.jit.log_extract.run_nvfuser](https://docs.pytorch.org/docs/stable/generated/torch.utils.jit.log_extract.run_nvfuser.md) - [torch.utils.jit.log_extract.run_test](https://docs.pytorch.org/docs/stable/generated/torch.utils.jit.log_extract.run_test.md) - [torch.utils.model_dump.get_inline_skeleton](https://docs.pytorch.org/docs/stable/generated/torch.utils.model_dump.get_inline_skeleton.md) - [torch.utils.model_dump.get_model_info](https://docs.pytorch.org/docs/stable/generated/torch.utils.model_dump.get_model_info.md) - [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.md) - [torch.utils.swap_tensors](https://docs.pytorch.org/docs/stable/generated/torch.utils.swap_tensors.md) - [TensorWeakRef](https://docs.pytorch.org/docs/stable/generated/torch.utils.weak.TensorWeakRef.md) - [torch.values_copy](https://docs.pytorch.org/docs/stable/generated/torch.values_copy.md) - [torch.vander](https://docs.pytorch.org/docs/stable/generated/torch.vander.md) - [torch.var](https://docs.pytorch.org/docs/stable/generated/torch.var.md) - [torch.var_mean](https://docs.pytorch.org/docs/stable/generated/torch.var_mean.md) - [torch.vdot](https://docs.pytorch.org/docs/stable/generated/torch.vdot.md) - [torch.view_as_complex](https://docs.pytorch.org/docs/stable/generated/torch.view_as_complex.md) - [torch.view_as_complex_copy](https://docs.pytorch.org/docs/stable/generated/torch.view_as_complex_copy.md) - [torch.view_as_real](https://docs.pytorch.org/docs/stable/generated/torch.view_as_real.md) - [torch.view_as_real_copy](https://docs.pytorch.org/docs/stable/generated/torch.view_as_real_copy.md) - [torch.view_copy](https://docs.pytorch.org/docs/stable/generated/torch.view_copy.md) - [torch.vmap](https://docs.pytorch.org/docs/stable/generated/torch.vmap.md) - [torch.vsplit](https://docs.pytorch.org/docs/stable/generated/torch.vsplit.md) - [torch.vstack](https://docs.pytorch.org/docs/stable/generated/torch.vstack.md) - [torch.wait](https://docs.pytorch.org/docs/stable/generated/torch.wait.md) - [torch.where](https://docs.pytorch.org/docs/stable/generated/torch.where.md) - [torch.xlogy](https://docs.pytorch.org/docs/stable/generated/torch.xlogy.md) - [torch.xlogy_](https://docs.pytorch.org/docs/stable/generated/torch.xlogy_.md) - [Event](https://docs.pytorch.org/docs/stable/generated/torch.xpu.Event.md) - [StreamContext](https://docs.pytorch.org/docs/stable/generated/torch.xpu.StreamContext.md) - [Stream](https://docs.pytorch.org/docs/stable/generated/torch.xpu.Stream_class.md) - [XPUGraph](https://docs.pytorch.org/docs/stable/generated/torch.xpu.XPUGraph.md) - [torch.xpu.can_device_access_peer](https://docs.pytorch.org/docs/stable/generated/torch.xpu.can_device_access_peer.md) - [torch.xpu.clock_rate](https://docs.pytorch.org/docs/stable/generated/torch.xpu.clock_rate.md) - [torch.xpu.current_device](https://docs.pytorch.org/docs/stable/generated/torch.xpu.current_device.md) - [torch.xpu.current_stream](https://docs.pytorch.org/docs/stable/generated/torch.xpu.current_stream.md) - [device](https://docs.pytorch.org/docs/stable/generated/torch.xpu.device.md) - [torch.xpu.device_count](https://docs.pytorch.org/docs/stable/generated/torch.xpu.device_count.md) - [torch.xpu.device_memory_used](https://docs.pytorch.org/docs/stable/generated/torch.xpu.device_memory_used.md) - [device_of](https://docs.pytorch.org/docs/stable/generated/torch.xpu.device_of.md) - [torch.xpu.get_arch_list](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_arch_list.md) - [torch.xpu.get_device_capability](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_device_capability.md) - [torch.xpu.get_device_name](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_device_name.md) - [torch.xpu.get_device_properties](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_device_properties.md) - [torch.xpu.get_gencode_flags](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_gencode_flags.md) - [torch.xpu.get_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_rng_state.md) - [torch.xpu.get_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_rng_state_all.md) - [torch.xpu.get_stream_from_external](https://docs.pytorch.org/docs/stable/generated/torch.xpu.get_stream_from_external.md) - [graph](https://docs.pytorch.org/docs/stable/generated/torch.xpu.graph.md) - [torch.xpu.graph_pool_handle](https://docs.pytorch.org/docs/stable/generated/torch.xpu.graph_pool_handle.md) - [XPUGraph](https://docs.pytorch.org/docs/stable/generated/torch.xpu.graphs.XPUGraph.md) - [graph](https://docs.pytorch.org/docs/stable/generated/torch.xpu.graphs.graph.md) - [torch.xpu.graphs.graph_pool_handle](https://docs.pytorch.org/docs/stable/generated/torch.xpu.graphs.graph_pool_handle.md) - [torch.xpu.graphs.is_current_stream_capturing](https://docs.pytorch.org/docs/stable/generated/torch.xpu.graphs.is_current_stream_capturing.md) - [torch.xpu.graphs.make_graphed_callables](https://docs.pytorch.org/docs/stable/generated/torch.xpu.graphs.make_graphed_callables.md) - [torch.xpu.init](https://docs.pytorch.org/docs/stable/generated/torch.xpu.init.md) - [torch.xpu.initial_seed](https://docs.pytorch.org/docs/stable/generated/torch.xpu.initial_seed.md) - [torch.xpu.is_available](https://docs.pytorch.org/docs/stable/generated/torch.xpu.is_available.md) - [torch.xpu.is_bf16_supported](https://docs.pytorch.org/docs/stable/generated/torch.xpu.is_bf16_supported.md) - [torch.xpu.is_current_stream_capturing](https://docs.pytorch.org/docs/stable/generated/torch.xpu.is_current_stream_capturing.md) - [torch.xpu.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.xpu.is_initialized.md) - [torch.xpu.is_tf32_supported](https://docs.pytorch.org/docs/stable/generated/torch.xpu.is_tf32_supported.md) - [torch.xpu.make_graphed_callables](https://docs.pytorch.org/docs/stable/generated/torch.xpu.make_graphed_callables.md) - [torch.xpu.manual_seed](https://docs.pytorch.org/docs/stable/generated/torch.xpu.manual_seed.md) - [torch.xpu.manual_seed_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.manual_seed_all.md) - [MemPool](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.MemPool.md) - [XPUPluggableAllocator](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.XPUPluggableAllocator.md) - [torch.xpu.memory.change_current_allocator](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.change_current_allocator.md) - [torch.xpu.memory.empty_cache](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.empty_cache.md) - [torch.xpu.memory.get_per_process_memory_fraction](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.get_per_process_memory_fraction.md) - [torch.xpu.memory.max_memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.max_memory_allocated.md) - [torch.xpu.memory.max_memory_reserved](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.max_memory_reserved.md) - [torch.xpu.memory.mem_get_info](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.mem_get_info.md) - [torch.xpu.memory.memory_allocated](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.memory_allocated.md) - [torch.xpu.memory.memory_reserved](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.memory_reserved.md) - [torch.xpu.memory.memory_snapshot](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.memory_snapshot.md) - [torch.xpu.memory.memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.memory_stats.md) - [torch.xpu.memory.memory_stats_as_nested_dict](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.memory_stats_as_nested_dict.md) - [torch.xpu.memory.reset_accumulated_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.reset_accumulated_memory_stats.md) - [torch.xpu.memory.reset_peak_memory_stats](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.reset_peak_memory_stats.md) - [torch.xpu.memory.set_per_process_memory_fraction](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory.set_per_process_memory_fraction.md) - [torch.xpu.memory_usage](https://docs.pytorch.org/docs/stable/generated/torch.xpu.memory_usage.md) - [torch.xpu.power_draw](https://docs.pytorch.org/docs/stable/generated/torch.xpu.power_draw.md) - [torch.xpu.random.get_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.get_rng_state.md) - [torch.xpu.random.get_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.get_rng_state_all.md) - [torch.xpu.random.initial_seed](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.initial_seed.md) - [torch.xpu.random.manual_seed](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.manual_seed.md) - [torch.xpu.random.manual_seed_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.manual_seed_all.md) - [torch.xpu.random.seed](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.seed.md) - [torch.xpu.random.seed_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.seed_all.md) - [torch.xpu.random.set_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.set_rng_state.md) - [torch.xpu.random.set_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.random.set_rng_state_all.md) - [torch.xpu.seed](https://docs.pytorch.org/docs/stable/generated/torch.xpu.seed.md) - [torch.xpu.seed_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.seed_all.md) - [torch.xpu.set_device](https://docs.pytorch.org/docs/stable/generated/torch.xpu.set_device.md) - [torch.xpu.set_rng_state](https://docs.pytorch.org/docs/stable/generated/torch.xpu.set_rng_state.md) - [torch.xpu.set_rng_state_all](https://docs.pytorch.org/docs/stable/generated/torch.xpu.set_rng_state_all.md) - [torch.xpu.set_stream](https://docs.pytorch.org/docs/stable/generated/torch.xpu.set_stream.md) - [torch.xpu.stream](https://docs.pytorch.org/docs/stable/generated/torch.xpu.stream_function.md) - [Event](https://docs.pytorch.org/docs/stable/generated/torch.xpu.streams.Event.md) - [Stream](https://docs.pytorch.org/docs/stable/generated/torch.xpu.streams.Stream.md) - [torch.xpu.synchronize](https://docs.pytorch.org/docs/stable/generated/torch.xpu.synchronize.md) - [torch.xpu.temperature](https://docs.pytorch.org/docs/stable/generated/torch.xpu.temperature.md) - [torch.xpu.utilization](https://docs.pytorch.org/docs/stable/generated/torch.xpu.utilization.md) - [torch.zero_](https://docs.pytorch.org/docs/stable/generated/torch.zero_.md) - [torch.zeros](https://docs.pytorch.org/docs/stable/generated/torch.zeros.md) - [torch.zeros_like](https://docs.pytorch.org/docs/stable/generated/torch.zeros_like.md) - [Control Flow - Associative Scan](https://docs.pytorch.org/docs/stable/higher_order_ops/associative_scan.md) - [Control Flow - Cond](https://docs.pytorch.org/docs/stable/higher_order_ops/cond.md) - [Control Flow Operators](https://docs.pytorch.org/docs/stable/higher_order_ops/index.md) - [Control Flow - Map](https://docs.pytorch.org/docs/stable/higher_order_ops/map.md) - [Control Flow - Scan](https://docs.pytorch.org/docs/stable/higher_order_ops/scan.md) - [Control Flow - While Loop](https://docs.pytorch.org/docs/stable/higher_order_ops/while_loop.md) - [torch.hub](https://docs.pytorch.org/docs/stable/hub.md) - [PyTorch documentation](https://docs.pytorch.org/docs/stable/index.md) - [JIT Utils - torch.utils.jit](https://docs.pytorch.org/docs/stable/jit_utils.md) - [torch.library](https://docs.pytorch.org/docs/stable/library.md) - [torch.linalg](https://docs.pytorch.org/docs/stable/linalg.md) - [torch._logging](https://docs.pytorch.org/docs/stable/logging.md) - [torch.masked](https://docs.pytorch.org/docs/stable/masked.md) - [Meta device](https://docs.pytorch.org/docs/stable/meta.md) - [Miscellaneous Environment Variables](https://docs.pytorch.org/docs/stable/miscellaneous_environment_variables.md) - [torch.utils.mobile_optimizer](https://docs.pytorch.org/docs/stable/mobile_optimizer.md) - [torch.utils.model_zoo](https://docs.pytorch.org/docs/stable/model_zoo.md) - [torch.utils.module_tracker](https://docs.pytorch.org/docs/stable/module_tracker.md) - [torch.monitor](https://docs.pytorch.org/docs/stable/monitor.md) - [torch.mps](https://docs.pytorch.org/docs/stable/mps.md) - [MPS Environment Variables](https://docs.pytorch.org/docs/stable/mps_environment_variables.md) - [torch.mtia](https://docs.pytorch.org/docs/stable/mtia.md) - [torch.mtia.memory](https://docs.pytorch.org/docs/stable/mtia.memory.md) - [torch.mtia.mtia_graph](https://docs.pytorch.org/docs/stable/mtia.mtia_graph.md) - [Multiprocessing package - torch.multiprocessing](https://docs.pytorch.org/docs/stable/multiprocessing.md) - [torch.nativert](https://docs.pytorch.org/docs/stable/nativert.md) - [torch.nested](https://docs.pytorch.org/docs/stable/nested.md) - [torch.nn](https://docs.pytorch.org/docs/stable/nn.md) - [Aliases in torch.nn](https://docs.pytorch.org/docs/stable/nn.aliases.md) - [torch.nn.attention](https://docs.pytorch.org/docs/stable/nn.attention.md) - [torch.nn.attention.bias](https://docs.pytorch.org/docs/stable/nn.attention.bias.md) - [torch.nn.attention.experimental](https://docs.pytorch.org/docs/stable/nn.attention.experimental.md) - [torch.nn.attention.flex_attention](https://docs.pytorch.org/docs/stable/nn.attention.flex_attention.md) - [torch.nn.attention.varlen](https://docs.pytorch.org/docs/stable/nn.attention.varlen.md) - [torch.nn.functional](https://docs.pytorch.org/docs/stable/nn.functional.md) - [torch.nn.init](https://docs.pytorch.org/docs/stable/nn.init.md) - [Developer Notes](https://docs.pytorch.org/docs/stable/notes.md) - [Automatic Mixed Precision examples](https://docs.pytorch.org/docs/stable/notes/amp_examples.md) - [Autograd mechanics](https://docs.pytorch.org/docs/stable/notes/autograd.md) - [Broadcasting semantics](https://docs.pytorch.org/docs/stable/notes/broadcasting.md) - [CPU threading and TorchScript inference](https://docs.pytorch.org/docs/stable/notes/cpu_threading_torchscript_inference.md) - [CUDA semantics](https://docs.pytorch.org/docs/stable/notes/cuda.md) - [PyTorch Custom Operators Landing Page](https://docs.pytorch.org/docs/stable/notes/custom_operators.md) - [Distributed Data Parallel](https://docs.pytorch.org/docs/stable/notes/ddp.md) - [Extending PyTorch](https://docs.pytorch.org/docs/stable/notes/extending.md) - [Extending torch.func with autograd.Function](https://docs.pytorch.org/docs/stable/notes/extending.func.md) - [Frequently Asked Questions](https://docs.pytorch.org/docs/stable/notes/faq.md) - [Getting Started on Intel GPU](https://docs.pytorch.org/docs/stable/notes/get_start_xpu.md) - [Gradcheck mechanics](https://docs.pytorch.org/docs/stable/notes/gradcheck.md) - [HIP (ROCm) semantics](https://docs.pytorch.org/docs/stable/notes/hip.md) - [Features for large-scale deployments](https://docs.pytorch.org/docs/stable/notes/large_scale_deployments.md) - [LibTorch Stable ABI](https://docs.pytorch.org/docs/stable/notes/libtorch_stable_abi.md) - [LocalTensor Tutorial: Single-Process SPMD Debugging](https://docs.pytorch.org/docs/stable/notes/local_tensor_tutorial.md) - [MKLDNN backend](https://docs.pytorch.org/docs/stable/notes/mkldnn.md) - [Modules](https://docs.pytorch.org/docs/stable/notes/modules.md) - [MPS backend](https://docs.pytorch.org/docs/stable/notes/mps.md) - [Multiprocessing best practices](https://docs.pytorch.org/docs/stable/notes/multiprocessing.md) - [Numerical accuracy](https://docs.pytorch.org/docs/stable/notes/numerical_accuracy.md) - [Out Notes](https://docs.pytorch.org/docs/stable/notes/out.md) - [Reproducibility](https://docs.pytorch.org/docs/stable/notes/randomness.md) - [Serialization semantics](https://docs.pytorch.org/docs/stable/notes/serialization.md) - [TensorIterator (Python)](https://docs.pytorch.org/docs/stable/notes/tensor_iterator.md) - [Windows FAQ](https://docs.pytorch.org/docs/stable/notes/windows.md) - [torch.onnx](https://docs.pytorch.org/docs/stable/onnx.md) - [torch.export-based ONNX Exporter](https://docs.pytorch.org/docs/stable/onnx_export.md) - [torch.onnx.ops](https://docs.pytorch.org/docs/stable/onnx_ops.md) - [torch.onnx.testing](https://docs.pytorch.org/docs/stable/onnx_testing.md) - [torch.onnx.verification](https://docs.pytorch.org/docs/stable/onnx_verification.md) - [torch.optim](https://docs.pytorch.org/docs/stable/optim.md) - [Aliases in torch.optim](https://docs.pytorch.org/docs/stable/optim.aliases.md) - [torch.package](https://docs.pytorch.org/docs/stable/package.md) - [torch.profiler](https://docs.pytorch.org/docs/stable/profiler.md) - [Reference API](https://docs.pytorch.org/docs/stable/pytorch-api.md) - [Quantization](https://docs.pytorch.org/docs/stable/quantization.md) - [Quantization API Reference](https://docs.pytorch.org/docs/stable/quantization-support.md) - [Aliases in torch.ao](https://docs.pytorch.org/docs/stable/quantization-support.aliases.md) - [torch.random](https://docs.pytorch.org/docs/stable/random.md) - [Distributed RPC Framework](https://docs.pytorch.org/docs/stable/rpc.md) - [Distributed Autograd Design](https://docs.pytorch.org/docs/stable/rpc/distributed_autograd.md) - [Remote Reference Protocol](https://docs.pytorch.org/docs/stable/rpc/rref.md) - [torch.signal](https://docs.pytorch.org/docs/stable/signal.md) - [torch.Size](https://docs.pytorch.org/docs/stable/size.md) - [torch.sparse](https://docs.pytorch.org/docs/stable/sparse.md) - [torch.special](https://docs.pytorch.org/docs/stable/special.md) - [torch.Storage](https://docs.pytorch.org/docs/stable/storage.md) - [PyTorch Symmetric Memory](https://docs.pytorch.org/docs/stable/symmetric_memory.md) - [Tensor Attributes](https://docs.pytorch.org/docs/stable/tensor_attributes.md) - [Tensor Views](https://docs.pytorch.org/docs/stable/tensor_view.md) - [torch.utils.tensorboard](https://docs.pytorch.org/docs/stable/tensorboard.md) - [torch.Tensor](https://docs.pytorch.org/docs/stable/tensors.md) - [torch.testing](https://docs.pytorch.org/docs/stable/testing.md) - [Threading Environment Variables](https://docs.pytorch.org/docs/stable/threading_environment_variables.md) - [torch](https://docs.pytorch.org/docs/stable/torch.md) - [Aliases in torch](https://docs.pytorch.org/docs/stable/torch.aliases.md) - [torch.compiler API reference](https://docs.pytorch.org/docs/stable/torch.compiler_api.md) - [PyTorch 2.0 Troubleshooting (old)](https://docs.pytorch.org/docs/stable/torch.compiler_troubleshooting_old.md) - [AOTInductor Intermediate Value Debug Printer](https://docs.pytorch.org/docs/stable/torch.intermediate_debug_printer.md) - [torch.overrides](https://docs.pytorch.org/docs/stable/torch.overrides.md) - [Understanding CUDA Memory Usage](https://docs.pytorch.org/docs/stable/torch_cuda_memory.md) - [Torch Environment Variables](https://docs.pytorch.org/docs/stable/torch_environment_variables.md) - [PYTORCH ProcessGroupNCCL Environment Variables](https://docs.pytorch.org/docs/stable/torch_nccl_environment_variables.md) - [Type Info](https://docs.pytorch.org/docs/stable/type_info.md) - [User Guide](https://docs.pytorch.org/docs/stable/user_guide/index.md) - [PyTorch Main Components](https://docs.pytorch.org/docs/stable/user_guide/pytorch_main_components.md) - [Advanced](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/advanced.md) - [Reference/API](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/api_reference.md) - [Advanced Options to Control Dynamic Behavior](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_advanced_control_options.md) - [Backed vs Unbacked Symints](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_backed_unbacked.md) - [Beyond the Basics](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_beyond_the_basics.md) - [Dynamic Shapes Core Concepts](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_core_concepts.md) - [Debugging with tlparse and TORCH_LOGS=dynamic](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_debugging_tlparse_torch_logs.md) - [Troubleshooting Dynamic Shapes](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_troubleshooting.md) - [Troubleshooting GuardOnDataDependentSymNode Errors](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_troubleshooting_guardon_errors.md) - [The Zero-One Specialization Problem](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/dynamic_shapes_zero_one_specialization.md) - [torch.compile Programming Model](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.md) - [Common Graph Breaks](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.common_graph_breaks.md) - [Disabling and Suppressing Errors](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.compiler_disable.md) - [Custom Operators](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.custom_ops.md) - [Dynamo Core Concepts](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.dynamo_core_concepts.md) - [Use torch._dynamo.nonstrict_trace](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.dynamo_nonstrict_trace.md) - [Toggling error_on_graph_break](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.error_on_graph_break.md) - [Working with fullgraph=False](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.fullgraph_false.md) - [Use fullgraph=True to Identify and Eliminate Graph Breaks](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.fullgraph_true.md) - [Working with Graph Breaks](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.graph_breaks_index.md) - [Nested Graph Breaks](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.nested_graph_breaks.md) - [Non-strict Tracing Programming Model](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.non_strict_tracing_model.md) - [tlparse / TORCH_TRACE](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.observability.md) - [Dealing with Recompilations](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.recompilation.md) - [Reporting Issues](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.reporting_issues.md) - [Skipped Functions](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.skipped_functions.md) - [Where to apply torch.compile?](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/compile/programming_model.where_to_apply_compile.md) - [Core Concepts](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/core_concepts.md) - [torch.export](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/export.md) - [torch.export API Reference](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/export/api_reference.md) - [Draft Export](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/export/draft_export.md) - [torch.export IR Specification](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/export/ir_spec.md) - [Joint with descriptors](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/export/joint_with_descriptors.md) - [torch.export Programming Model](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/export/programming_model.md) - [PT2 Archive Spec](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/export/pt2_archive.md) - [Performance](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/performance.md) - [torch.compiler](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler.md) - [torch.compiler.config](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler.config.md) - [Ahead-of-Time Compilation with torch.compile](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_aot_compile.md) - [AOTInductor: Ahead-Of-Time Compilation for Torch.Export-ed Models](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_aot_inductor.md) - [AOTInductor Debugging Guide](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_aot_inductor_debugging_guide.md) - [AOTInductor Minifier](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_aot_inductor_minifier.md) - [torch.compile has different autograd semantics](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_backward.md) - [CUDAGraph Trees](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_cudagraph_trees.md) - [Custom Backends](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_custom_backends.md) - [Dynamic Shapes](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_dynamic_shapes.md) - [Dynamo Deep-Dive](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_dynamo_deepdive.md) - [Dynamo Overview](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_dynamo_overview.md) - [Fake tensor](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_fake_tensor.md) - [Frequently Asked Questions](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_faq.md) - [TorchDynamo APIs for fine-grained tracing](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_fine_grain_apis.md) - [Getting Started](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_get_started.md) - [TorchInductor GPU Profiling](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_inductor_profiling.md) - [TorchInductor and AOTInductor Provenance Tracking](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_inductor_provenance.md) - [IRs](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_ir.md) - [PyTorch 2.0 NNModule Support](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_nn_module.md) - [PyTorch 2.0 Performance Dashboard](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_performance_dashboard.md) - [Profiling to understand torch.compile performance](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_profiling_torch_compile.md) - [Writing Graph Transformations on ATen IR](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_transformations.md) - [torch.compile Troubleshooting](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/torch.compiler_troubleshooting.md) - [Troubleshooting FAQs](https://docs.pytorch.org/docs/stable/user_guide/torch_compiler/troubleshooting_faqs.md) - [torch.utils](https://docs.pytorch.org/docs/stable/utils.md) - [torch.xpu](https://docs.pytorch.org/docs/stable/xpu.md) - [Aliases in torch.xpu](https://docs.pytorch.org/docs/stable/xpu.aliases.md)