43 Pull requests merged by 27 people

• Move prototype to unstable

  #3489 merged Aug 1, 2025

• Add a standalone tutorial for integrating custom op using sycl for Intel GPU

  #3470 merged Jul 31, 2025

• Bump tolerances for per_sample_grads tutorial

  #3487 merged Jul 30, 2025

• Disabling torchrec_intro_tutorial.py

  #3499 merged Jul 30, 2025

• Remove pytorch checklist and link to github

  #3495 merged Jul 29, 2025

• update intel neural compressor document

  #3493 merged Jul 28, 2025

• Typo: distributed_tensor -> distribute_tensor

  #3490 merged Jul 24, 2025

• updates for ipex example page

  #3486 merged Jul 24, 2025

• Fix DQN w RNN tutorial

  #3462 merged Jul 23, 2025

• Upgrade torchrl and tensordict requirements

  #3474 merged Jul 22, 2025

• fix 404 error from distributed homepage

  #3484 merged Jul 22, 2025

• Update theme

  #3483 merged Jul 21, 2025

• remove fsdp1 advanced tutorial from index

  #3480 merged Jul 21, 2025

• Pull the latest sphinx theme

  #3482 merged Jul 21, 2025

• remove fsdp1 from distributed homepage

  #3479 merged Jul 21, 2025

• [distributed] point to fsdp2 and remove fsdp1 in distributed overview

  #3477 merged Jul 21, 2025

• fix recipe and prototype index

  #3476 merged Jul 21, 2025

• Migrate to new theme

  #3451 merged Jul 20, 2025

• Update tutorial of device mesh to use fsdp2

  #3472 merged Jul 18, 2025

• Using DTensor to handle local num_heads change while TP is applied

  #3465 merged Jul 18, 2025

• minor fix to render failure in torchscript depcrecation warning

  #3471 merged Jul 17, 2025

• [ez][BE] Apply lintrunner to non tutorials files

  #3468 merged Jul 17, 2025

• Add custom class pt2 tutorial

  #3431 merged Jul 16, 2025

• [CI][lint] Add lintrunner + spaces, tabs, newlines linters

  #3467 merged Jul 16, 2025

• Migrate fsdp1 -> fsdp2 in Tensor Parallelism Tutorial

  #3464 merged Jul 16, 2025

• Remove references to TorchScript in docs

  #3453 merged Jul 14, 2025

• Create torch_compile_conv_bn_fuser tutorial adapted from fx_conv_bn_fuser

  #3458 merged Jul 14, 2025

• [ONNX] Delete deprecated TS related contents

  #3425 merged Jul 11, 2025

• Update distributed checkpoint recipes

  #3446 merged Jul 10, 2025

• Remove inferance from torchrec_intro_tutorial.py

  #3445 merged Jul 10, 2025

• Update "GPU Quantization with TorchAO"

  #3439 merged Jul 10, 2025

• [build] Do not do process isolation on win or mac

  #3441 merged Jul 10, 2025

• [CI] Upgrade sphinx-gallery 0.11.1 -> 0.17.1

  #3449 merged Jul 10, 2025

• Removing the rest of quant related tutorials

  #3440 merged Jul 10, 2025

• Update ddp_minGPT to remove FSDP1 references

  #3442 merged Jul 9, 2025

• Fix formatting to follow template for Profiler Recipe

  #3437 merged Jul 9, 2025

• Add github action to verify if a redirect was added

  #3417 merged Jul 9, 2025

• Update channels_last memory format tutorial

  #3434 merged Jul 9, 2025

• Task T228334710 update tuning guide

  #3433 merged Jul 9, 2025

• Deprecating pytorch quantization and FX tutorials

  #3432 merged Jul 8, 2025

• remove FLAVA tutorial

  #3436 merged Jul 8, 2025

• Profiler Recipe Update

  #3435 merged Jul 8, 2025

• Fix a broken link in intro.py

  #3430 merged Jul 7, 2025

12 Pull requests opened by 8 people

• Update seq2seq_translation_tutorial.py

  #3444 opened Jul 9, 2025

• zero the gradients after updating weights

  #3447 opened Jul 10, 2025

• zero the gradients after updating weights

  #3448 opened Jul 10, 2025

• Add tutorial for Indian Currency Note Detection using YOLOv5

  #3455 opened Jul 13, 2025

• Fix Parametrizations tutorial

  #3461 opened Jul 14, 2025

• [DO NOT MERGE] 2.8 RC Test

  #3463 opened Jul 14, 2025

• Bump torch from 2.7 to 2.7.1 in /.ci/docker

  #3475 opened Jul 20, 2025

• Fix #3186 - create leaf/non-leaf/requires_grad/retain_grad tutorial

  #3492 opened Jul 25, 2025

• Update index.rst with whats new for 2.8

  #3500 opened Jul 30, 2025

• Update requirements.txt to torch2_8

  #3502 opened Jul 31, 2025

• Removing broken link

  #3504 opened Aug 1, 2025

• Add Acelerator API to ddp_tutorial

  #3508 opened Aug 5, 2025

9 Issues closed by 3 people

• PyTorch Tutorial Audit - OpenVINO Quantizer

  #3423 closed Jul 29, 2025

• PyTorch Tutorial Audit - Intel for PyTorch

  #3421 closed Jul 28, 2025

• [BUG] - Broken links of PyTorch Libraries(torchao, torchrec etc) on the right side of the tutorial index page

  #3481 closed Jul 22, 2025

• PyTorch Tutorial Audit - PT2E Quant Inductor

  #3424 closed Jul 16, 2025

• Tutorials fail to open in Google Colab: SyntaxError: JSON.parse: unexpected non-whitespace character after JSON data

  #3457 closed Jul 15, 2025

• Tutorial failing against RC 2.8

  #3454 closed Jul 14, 2025

• Broken links detected in docs 🔗

  #3426 closed Jul 14, 2025

• PyTorch Tutorial Audit - ONNX

  #3420 closed Jul 11, 2025

• [BUG] - Broken link in intro of 'Learn the Basics' tutorial

  #3429 closed Jul 7, 2025

15 Issues opened by 14 people

• Feedback about Optimizing Model Parameters Page

  #3507 opened Aug 4, 2025

• Feedback about 在 Google Colab 中运行教程

  #3506 opened Aug 3, 2025

• Why am I 2:4 sparse slower than dense in the decode stage of LLaMA2‑7B?

  #3505 opened Aug 2, 2025

• Broken links detected in docs 🔗

  #3503 opened Aug 1, 2025

• Feedback about Datasets & DataLoaders

  #3501 opened Jul 31, 2025

• torchrec_intro_tutorial.py failing with 2.8

  #3498 opened Jul 30, 2025

• [BUG] - plt.show() not work

  #3497 opened Jul 30, 2025

• Feedback about Optimizing CPU Performance on Intel® Xeon® with run_cpu Script

  #3496 opened Jul 29, 2025

• [docs] Add some link `Edit on GitHub` to tutorials pages

  #3491 opened Jul 24, 2025

• 💡 [REQUEST] - tutorial on torchrl LLM API

  #3488 opened Jul 23, 2025

• Generalize PyTorch Custom Operatiors documentation

  #3485 opened Jul 22, 2025

• 💡trace images are too small to see anything

  #3473 opened Jul 18, 2025

• Delete or replace TorchScript documents by 2.9 release

  #3456 opened Jul 14, 2025

• 💡 [REQUEST] Convert Distributed Checkpoint Recipes From RST to PY Files

  #3452 opened Jul 10, 2025

• RL Tutorials failing against RC 2.8

  #3450 opened Jul 10, 2025

16 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• Update autograd_tutorial.py

  #3382 commented on Jul 18, 2025 • 2 new comments

• module 'torch' has no attribute 'accelerator'

  #3263 commented on Jul 25, 2025 • 0 new comments

• PyTorch Tutorial Audit - PT2E Quantizer

  #3422 commented on Aug 1, 2025 • 0 new comments

• update seq2seq2_translation_tutorial.py data processing

  #3335 commented on Jul 25, 2025 • 0 new comments

• WIP Removing references to installing PyTorch via Conda

  #3349 commented on Jul 9, 2025 • 0 new comments

• Fix links to executorch and tiatoolbox

  #3352 commented on Jul 9, 2025 • 0 new comments

• Update torch.compile tutorial

  #3363 commented on Jul 9, 2025 • 0 new comments

• remove obsolete encoding headers

  #3366 commented on Jul 9, 2025 • 0 new comments

• Add intermediate/transformer_building_blocks to index.rst

  #3368 commented on Jul 9, 2025 • 0 new comments

• Fix typo in the model parameters doc section in Update buildmodel_tutorial.py

  #3388 commented on Jul 9, 2025 • 0 new comments

• Visualizing gradients tutorial (issue #3186)

  #3389 commented on Jul 30, 2025 • 0 new comments

• DCP async tutorial: use class attributes

  #3390 commented on Jul 9, 2025 • 0 new comments

• Manually zero the gradients after updating weights by using machine e…

  #3398 commented on Jul 9, 2025 • 0 new comments

• Manually zero the gradients after updating weights by using machine e…

  #3399 commented on Jul 10, 2025 • 0 new comments

• [export] backed_size_oblivious tutorial

  #3400 commented on Jul 9, 2025 • 0 new comments

• Fix PPO tutorial: Add gymnasium support and Mujoco rendering compatibility in Colab

  #3401 commented on Jul 22, 2025 • 0 new comments