Edgar Romo Montiel ca3cabd24a Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696) ...

Fixes #155028

This pull request updates the documentation  by transitioning from .rst to .md format. It introduces new Markdown files for the documentation of named_tensor, nested, nn.attention.bias, nn.attention.experimental, and nn.attention.flex_attention

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155696
Approved by: https://github.com/svekars

Co-authored-by: Svetlana Karslioglu <svekars@meta.com>

2025-06-14 03:32:00 +00:00

..

_static

Mini tutorial for provenance tracking (#152211)

2025-05-09 01:41:04 +00:00

_templates

Migrate to new theme (#149331)

2025-04-16 21:35:19 +00:00

community

Clean up right nav (#153090)

2025-05-12 21:00:45 +00:00

elastic

Fix some incorrect reST markups in the document (#154831)

2025-06-07 19:09:46 +00:00

notes

update get start xpu (#151886)

2025-06-13 07:46:13 +00:00

rpc

Fix broken URLs (#152237)

2025-04-27 09:56:42 +00:00

scripts

Add scripts to generate plots of LRSchedulers (#149189)

2025-04-14 09:53:38 +00:00

accelerator.md

[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)

2025-06-12 02:55:06 +00:00

amp.md

[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)

2025-06-12 02:55:06 +00:00

autograd.md

[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)

2025-06-12 02:55:06 +00:00

backends.md

[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)

2025-06-12 02:55:06 +00:00

benchmark_utils.md

[Docs] Convert to markdown: accelerator.rst, amp.rst, autograd.rst, backends.rst, benchmark_utils.rst (#155762)

2025-06-12 02:55:06 +00:00

bottleneck.rst

…

checkpoint.rst

[checkpoint] Clean up selective activation checkpoint and make public (#125795)

2024-06-18 18:18:50 +00:00

complex_numbers.rst

Document complex optimizer semantic behavior (#121667)

2024-03-16 00:43:47 +00:00

cond.md

[Docs] Convert to markdown cond.rst, config_mod.rst (#155653)

2025-06-13 20:58:57 +00:00

conf.py

Change _hfstorage to hfstorage (#155837)

2025-06-13 20:19:51 +00:00

config_mod.md

[Docs] Convert to markdown cond.rst, config_mod.rst (#155653)

2025-06-13 20:58:57 +00:00

cpp_extension.rst

xpu: support sycl with torch.utils.cpp_extension APIs (#132945)

2025-02-16 16:50:59 +00:00

cpp_index.rst

Migrate to new theme (#149331)

2025-04-16 21:35:19 +00:00

cpu.rst

Add current_device() to torch.cpu (#110987)

2023-10-11 05:13:10 +00:00

cuda_environment_variables.rst

Add doc page for environment variables that effect PyTorch Runtime (#119087)

2024-02-15 21:41:38 +00:00

cuda._sanitizer.rst

…

cuda.md

Fix #155016 for Docathon - convert rst to markdown (#155198)

2025-06-13 20:24:34 +00:00

cuda.tunable.md

Fix #155016 for Docathon - convert rst to markdown (#155198)

2025-06-13 20:24:34 +00:00

cudnn_persistent_rnn.rst

…

cudnn_rnn_determinism.rst

Fix broken URLs (#152237)

2025-04-27 09:56:42 +00:00

data.md

Fix #155016 for Docathon - convert rst to markdown (#155198)

2025-06-13 20:24:34 +00:00

ddp_comm_hooks.md

DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)

2025-06-06 22:44:50 +00:00

debugging_environment_variables.md

DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)

2025-06-06 22:44:50 +00:00

deploy.md

DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)

2025-06-06 22:44:50 +00:00

deterministic.md

DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)

2025-06-06 22:44:50 +00:00

distributed.algorithms.join.md

DOC: Convert to markdown: ddp_comm_hooks.rst, debugging_environment_variables.rst, deploy.rst, deterministic.rst, distributed.algorithms.join.rst (#155298)

2025-06-06 22:44:50 +00:00

distributed.checkpoint.rst

Change _hfstorage to hfstorage (#155837)

2025-06-13 20:19:51 +00:00

distributed.elastic.rst

Reapply "distributed debug handlers (#126601)" (#127805)

2024-06-04 19:44:30 +00:00

distributed.fsdp.fully_shard.rst

[FSDP2][Doc] add pointer to torchtitan (#153079)

2025-05-08 22:22:07 +00:00

distributed.md

Change _hfstorage to hfstorage (#155837)

2025-06-13 20:19:51 +00:00

distributed.optim.rst

…

distributed.pipelining.rst

[pipelining] Update tutorials and documentation (#143045)

2024-12-12 18:42:17 +00:00

distributed.tensor.md

Convert to markdown: distributed.tensor.parallel.rst, distributed.tensor.rst, distributions.rst, dlpack.rst (#155297)

2025-06-13 22:08:37 +00:00

distributed.tensor.parallel.md

Convert to markdown: distributed.tensor.parallel.rst, distributed.tensor.rst, distributions.rst, dlpack.rst (#155297)

2025-06-13 22:08:37 +00:00

distributions.md

Convert to markdown: distributed.tensor.parallel.rst, distributed.tensor.rst, distributions.rst, dlpack.rst (#155297)

2025-06-13 22:08:37 +00:00

dlpack.md

Convert to markdown: distributed.tensor.parallel.rst, distributed.tensor.rst, distributions.rst, dlpack.rst (#155297)

2025-06-13 22:08:37 +00:00

docutils.conf

…

draft_export.md

Convert to .md: draft_export.rst, export.ir_spec.rst, fft.rst (#155567)

2025-06-13 05:19:43 +00:00

export.ir_spec.md

Convert to .md: draft_export.rst, export.ir_spec.rst, fft.rst (#155567)

2025-06-13 05:19:43 +00:00

export.md

Fix #155020 - rst2markdown for export.rst (split PR) (#155753)

2025-06-12 19:30:52 +00:00

export.programming_model.md

Convert to markdown: export.programming_model.rst (#155659)

2025-06-11 20:23:46 +00:00

fft.md

Convert to .md: draft_export.rst, export.ir_spec.rst, fft.rst (#155567)

2025-06-13 05:19:43 +00:00

fsdp.md

Convert rst files to md (#155369)

2025-06-11 23:00:52 +00:00

func.api.md

Convert rst files to md (#155369)

2025-06-11 23:00:52 +00:00

func.batch_norm.md

Convert rst files to md (#155369)

2025-06-11 23:00:52 +00:00

func.md

Convert rst files to md (#155369)

2025-06-11 23:00:52 +00:00

func.migrating.md

Convert rst files to md (#155369)

2025-06-11 23:00:52 +00:00

func.ux_limitations.md

Fix #155022 rst to markdown conversion (#155540)

2025-06-12 00:21:22 +00:00

func.whirlwind_tour.md

Fix #155022 rst to markdown conversion (#155540)

2025-06-12 00:21:22 +00:00

future_mod.md

Fix #155022 rst to markdown conversion (#155540)

2025-06-12 00:21:22 +00:00

futures.md

Fix #155022 rst to markdown conversion (#155540)

2025-06-12 00:21:22 +00:00

fx.experimental.md

Fix #155022 rst to markdown conversion (#155540)

2025-06-12 00:21:22 +00:00

fx.md

fix code indentation for fx.md (#155764)

2025-06-12 16:02:33 +00:00

hub.md

Convert hub.rst to hub.md (#155483)

2025-06-13 04:39:55 +00:00

index.md

Clean up right nav (#153090)

2025-05-12 21:00:45 +00:00

jit_builtin_functions.rst

…

jit_language_reference_v2.md

fix code chunk indentation for jit_language_reference_v2.md (#155937)

2025-06-13 21:05:23 +00:00

jit_language_reference.md

convert jit_language_reference.rst to jit_language_reference.md (#155633)

2025-06-13 04:58:28 +00:00

jit_python_reference.rst

…

jit_unsupported.rst

Add support for torch.Generator type in TorchScript (#110413)

2023-11-21 23:07:21 +00:00

jit_utils.rst

…

jit.rst

Fix some incorrect reST markups in the document (#154831)

2025-06-07 19:09:46 +00:00

library.rst

Fix some incorrect reST markups in the document (#154831)

2025-06-07 19:09:46 +00:00

linalg.rst

…

logging.rst

Change classification to beta for TORCH_LOGS (#118682)

2024-01-31 21:50:55 +00:00

masked.rst

Add MaskedTensor passthrough: unfold, F.Unfold, F.Fold, stack (#125262)

2024-09-06 19:06:23 +00:00

math-quantizer-equation.png

…

meta.rst

Fix typos in meta.rst (#151979)

2025-04-24 01:25:09 +00:00

miscellaneous_environment_variables.rst

Add environment variable to force no weights_only load (#138225)

2024-10-21 23:26:15 +00:00

mobile_optimizer.md

DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702)

2025-06-11 22:16:04 +00:00

model_zoo.md

DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702)

2025-06-11 22:16:04 +00:00

module_tracker.md

DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702)

2025-06-11 22:16:04 +00:00

monitor.md

DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702)

2025-06-11 22:16:04 +00:00

mps_environment_variables.md

DOC: Convert to markdown: mobile_optimizer.rst, model_zoo.rst, module_tracker.rst, monitor.rst, mps_environment_variables.rst (#155702)

2025-06-11 22:16:04 +00:00

mps.md

Fix/issue #155027 (#155252)

2025-06-08 21:17:31 +00:00

mtia.md

Fix/issue #155027 (#155252)

2025-06-08 21:17:31 +00:00

mtia.memory.md

Fix/issue #155027 (#155252)

2025-06-08 21:17:31 +00:00

multiprocessing.md

Fix/issue #155027 (#155252)

2025-06-08 21:17:31 +00:00

name_inference.md

Fix/issue #155027 (#155252)

2025-06-08 21:17:31 +00:00

named_tensor.md

Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)

2025-06-14 03:32:00 +00:00

nested.md

Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)

2025-06-14 03:32:00 +00:00

nn.attention.bias.md

Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)

2025-06-14 03:32:00 +00:00

nn.attention.experimental.md

Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)

2025-06-14 03:32:00 +00:00

nn.attention.flex_attention.md

Convert to markdown: named_tensor.rst, nested.rst, nn.attention.bias.rst, nn.attention.experimental.rst, nn.attention.flex_attention.rst #155028 (#155696)

2025-06-14 03:32:00 +00:00

nn.attention.rst

[Flex Attention] Paged Attention (#137164)

2024-10-29 17:05:22 +00:00

nn.functional.rst

Add RMSNorm module (#121364)

2024-03-29 18:05:28 +00:00

nn.init.rst

…

nn.rst

Add APIs to separate norm calculation and gradient scaling in nn.utils.clip_grad_norm_ (#139662)

2024-11-07 23:13:23 +00:00

notes.md

Migrate to new theme (#149331)

2025-04-16 21:35:19 +00:00

onnx_dynamo_memory_usage.rst

Update TorchDynamo-based ONNX Exporter memory usage example code. (#144139)

2025-01-03 20:41:36 +00:00

onnx_dynamo_onnxruntime_backend.md

Convert to markdown onnx rst (#155228)

2025-06-10 21:33:07 +00:00

onnx_dynamo.md

Convert to markdown onnx rst (#155228)

2025-06-10 21:33:07 +00:00

onnx_ops.md

Convert to markdown onnx rst (#155228)

2025-06-10 21:33:07 +00:00

onnx_torchscript_supported_aten_ops.rst

Refactor torch.onnx documentation (#108379)

2023-09-08 18:23:48 +00:00

onnx_torchscript.rst

Convert to markdown onnx rst (#155228)

2025-06-10 21:33:07 +00:00

onnx_verification.md

Convert to .md: onnx_verification.rst, onnx.rst, package.rst, (#155556)

2025-06-10 21:40:40 +00:00

onnx.md

Convert to .md: onnx_verification.rst, onnx.rst, package.rst, (#155556)

2025-06-10 21:40:40 +00:00

optim.md

Convert rst to markdown - optim.rst #155031 (#155813)

2025-06-13 21:03:39 +00:00

package.md

Convert to .md: onnx_verification.rst, onnx.rst, package.rst, (#155556)

2025-06-10 21:40:40 +00:00

profiler.md

Convert rst to markdown - profiler.rst #155031 (#155559)

2025-06-13 05:02:54 +00:00

pytorch-api.md

Migrate to new theme (#149331)

2025-04-16 21:35:19 +00:00

quantization-accuracy-debugging.rst

…

quantization-backend-configuration.rst

…

quantization-support.rst

Fix some incorrect reST markups in the document (#154831)

2025-06-07 19:09:46 +00:00

quantization.rst

[Quant][PT2E] add a lowering pass for x86 backend (#149708)

2025-04-01 17:32:41 +00:00

random.rst

…

rpc.rst

[BE] RPC is missing RRef docs (#106902)

2023-08-10 16:26:27 +00:00

signal.rst

…

size.rst

Added a docstring for torch.Size.numel. (#124186)

2024-04-19 09:23:02 +00:00

sparse.rst

[Docs] Reformat sparse example (#154785)

2025-06-01 20:56:14 +00:00

special.rst

Add doc for missing functions for torch.special module (#155074)

2025-06-09 22:28:26 +00:00

storage.rst

Super tiny fix typo (#151212)

2025-04-14 16:47:40 +00:00

tensor_attributes.rst

[docs] Add 32-bit complex to the list of dtypes (#144590)

2025-04-09 13:10:21 +00:00

tensor_view.rst

[docs] fix numpy docs reference (#147697)

2025-02-26 01:30:03 +00:00

tensorboard.rst

…

tensors.rst

add xpu to torch.tensors (#127280)

2024-06-11 18:13:01 +00:00

testing.md

Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523)

2025-06-10 20:38:36 +00:00

threading_environment_variables.md

Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523)

2025-06-10 20:38:36 +00:00

torch_cuda_memory.md

Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523)

2025-06-10 20:38:36 +00:00

torch_environment_variables.md

Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523)

2025-06-10 20:38:36 +00:00

torch_nccl_environment_variables.md

Convert to markdown: testing.rst, threading_environment_variables.rst, torch_cuda_memory.rst, torch_environment_variables.rst, torch_nccl_environment_variables.rst (#155523)

2025-06-10 20:38:36 +00:00

torch.ao.ns._numeric_suite_fx.md

Converting .rst files to .md files (#155377)

2025-06-13 22:54:27 +00:00

torch.ao.ns._numeric_suite.md

Converting .rst files to .md files (#155377)

2025-06-13 22:54:27 +00:00

torch.compiler_aot_inductor_minifier.md

Converting .rst files to .md files (#155377)

2025-06-13 22:54:27 +00:00

torch.compiler_aot_inductor.md

Converting .rst files to .md files (#155377)

2025-06-13 22:54:27 +00:00

torch.compiler_api.md

Converting .rst files to .md files (#155377)

2025-06-13 22:54:27 +00:00

torch.compiler_cudagraph_trees.md

DOC: Convert to markdown: torch.compiler_best_practices_for_backends.rst, torch.compiler_cudagraph_trees.rst, torch.compiler_custom_backends.rst, torch.compiler_dynamic_shapes.rst, torch.compiler_dynamo_deepdive.rst (#155137)

2025-06-10 20:51:05 +00:00

torch.compiler_custom_backends.md

DOC: Convert to markdown: torch.compiler_best_practices_for_backends.rst, torch.compiler_cudagraph_trees.rst, torch.compiler_custom_backends.rst, torch.compiler_dynamic_shapes.rst, torch.compiler_dynamo_deepdive.rst (#155137)

2025-06-10 20:51:05 +00:00

torch.compiler_dynamic_shapes.md

DOC: Convert to markdown: torch.compiler_best_practices_for_backends.rst, torch.compiler_cudagraph_trees.rst, torch.compiler_custom_backends.rst, torch.compiler_dynamic_shapes.rst, torch.compiler_dynamo_deepdive.rst (#155137)

2025-06-10 20:51:05 +00:00

torch.compiler_dynamo_deepdive.md

DOC: Convert to markdown: torch.compiler_best_practices_for_backends.rst, torch.compiler_cudagraph_trees.rst, torch.compiler_custom_backends.rst, torch.compiler_dynamic_shapes.rst, torch.compiler_dynamo_deepdive.rst (#155137)

2025-06-10 20:51:05 +00:00

torch.compiler_dynamo_overview.md

convert: rst to myst pr 1/2 (#155840)

2025-06-13 18:02:28 +00:00

torch.compiler_fake_tensor.md

convert: rst to myst pr 1/2 (#155840)

2025-06-13 18:02:28 +00:00

torch.compiler_faq.rst

Rename cache limit to recompile limit in configs (#143709)

2024-12-22 10:03:57 +00:00

torch.compiler_fine_grain_apis.rst

[export] add is_exporting flag (#142425)

2024-12-18 21:36:28 +00:00

torch.compiler_get_started.rst

[Inductor] Update AttrsDescriptor instantiation for Triton changes (#137458)

2024-10-14 20:20:29 +00:00

torch.compiler_inductor_profiling.md

Convert compiler rst files to markdown (#155335)

2025-06-10 01:12:11 +00:00

torch.compiler_inductor_provenance.rst

Update provenance tracking doc (#154062)

2025-05-23 17:09:52 +00:00

torch.compiler_ir.md

Convert compiler rst files to markdown (#155335)

2025-06-10 01:12:11 +00:00

torch.compiler_nn_module.md

Convert compiler rst files to markdown (#155335)

2025-06-10 01:12:11 +00:00

torch.compiler_performance_dashboard.md

Convert compiler rst files to markdown (#155335)

2025-06-10 01:12:11 +00:00

torch.compiler_profiling_torch_compile.md

Convert compiler rst files to markdown (#155335)

2025-06-10 01:12:11 +00:00

torch.compiler_transformations.md

[Docs] Convert to markdown: torch.compiler_transformations.rst, torch.compiler.config.rst (#155347)

2025-06-11 18:55:30 +00:00

torch.compiler_troubleshooting_old.md

[Docs] Convert to markdown: torch.compiler_troubleshooting_old.rst, torch.compiler.rst (#155348)

2025-06-06 21:26:24 +00:00

torch.compiler_troubleshooting.md

[Docs] Convert to markdown: torch.compiler_troubleshooting.rst (#155514)

2025-06-10 15:41:31 +00:00

torch.compiler.config.md

[Docs] Convert to markdown: torch.compiler_transformations.rst, torch.compiler.config.rst (#155347)

2025-06-11 18:55:30 +00:00

torch.compiler.md

[Docs] Convert to markdown: torch.compiler_troubleshooting_old.rst, torch.compiler.rst (#155348)

2025-06-06 21:26:24 +00:00

torch.overrides.md

DOC: Convert to markdown: torch.overrides.rst, type_info.rst, utils.rst, xpu.rst (#155088)

2025-06-06 20:16:13 +00:00

torch.rst

Move get accelerator to use build time flags when possible (#146098)

2025-03-10 13:17:58 +00:00

type_info.md

DOC: Convert to markdown: torch.overrides.rst, type_info.rst, utils.rst, xpu.rst (#155088)

2025-06-06 20:16:13 +00:00

utils.md

DOC: Convert to markdown: torch.overrides.rst, type_info.rst, utils.rst, xpu.rst (#155088)

2025-06-06 20:16:13 +00:00

xpu.md

DOC: Convert to markdown: torch.overrides.rst, type_info.rst, utils.rst, xpu.rst (#155088)

2025-06-06 20:16:13 +00:00