pytorch/tutorials

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PyTorch tutorials.

Stars: 9.3k
Forks: 4.4k
Open beginner issues: 2
Indexed issues: 209
Avg merge: 1d 21h
Merged PRs (30d): 4

Dominant language: Python
License: BSD-3-Clause
Last GitHub push: Sep 3, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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209 open issues indexed

Feedback about Quickstart Open

core module: xpu question windows

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pytorch/tutorials#3611 · 4 comments · Opened Oct 10, 2025
Feedback about Quickstart Open

core

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

pytorch/tutorials#3610 · 2 comments · Opened Oct 9, 2025
Feedback about Warm-up: numpy - on the Polynomial (Mis)Fit Example in the Tensors Tutorial Open

core

Difficulty 3/5 1-2 days Newbie friendliness 42/100

pytorch/tutorials#3607 · Opened Oct 2, 2025
Feedback about Asynchronous Saving with Distributed Checkpoint (DCP) Open

module: distributed_checkpoint page-feedback

Difficulty 1/5 Under an hour Newbie friendliness 78/100

pytorch/tutorials#3584 · 3 comments · Opened Sep 23, 2025
Dynamic Quantization Tutorial is missing Open

triaged

Difficulty 1/5 Under an hour Newbie friendliness 55/100

pytorch/tutorials#3583 · 1 comment · Opened Sep 22, 2025
Feedback about Parametrizations Tutorial Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

pytorch/tutorials#3581 · Opened Sep 21, 2025
💡 The Warmstarting model tutorial needs to be updated Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pytorch/tutorials#3579 · 3 comments · Opened Sep 19, 2025
[BUG] unable to compile f3 in torch.compile tutorial Open

bug torch.compile

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pytorch/tutorials#3551 · Opened Sep 10, 2025
[BUG] - DDP tutorial leads to deprecated tutorial Open

bug incorrect link

pytorch/tutorials#3526 · 1 comment · 1 assignee · Opened Aug 20, 2025
Code examples missing in MaskedTensor Overview tutorial Open

bug build issue website

Difficulty 3/5 1-2 days Newbie friendliness 38/100

pytorch/tutorials#3523 · 1 comment · Opened Aug 19, 2025
Feedback about Datasets & DataLoaders Open

Difficulty 1/5 Under an hour Newbie friendliness 50/100

pytorch/tutorials#3522 · 1 comment · Opened Aug 18, 2025
Feedback about Optimizing Model Parameters Page Open

Difficulty 1/5 Under an hour Newbie friendliness 68/100

pytorch/tutorials#3507 · Opened Aug 4, 2025
Feedback about 在 Google Colab 中运行教程 Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

pytorch/tutorials#3506 · 1 comment · Opened Aug 3, 2025
Feedback about Datasets & DataLoaders Open

Difficulty 1/5 Under an hour Newbie friendliness 55/100

pytorch/tutorials#3501 · Opened Jul 31, 2025
torchrec_intro_tutorial.py failing with 2.8 Open

2.8 torchrec

Difficulty 3/5 1-2 days Newbie friendliness 35/100

pytorch/tutorials#3498 · Opened Jul 30, 2025
[BUG] - plt.show() not work Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 42/100

pytorch/tutorials#3497 · Opened Jul 30, 2025
Feedback about Optimizing CPU Performance on Intel® Xeon® with run_cpu Script Open

Difficulty 1/5 Under an hour Newbie friendliness 55/100

pytorch/tutorials#3496 · Opened Jul 29, 2025
[docs] Add some link `Edit on GitHub` to tutorials pages Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

pytorch/tutorials#3491 · 3 comments · Opened Jul 24, 2025
💡 [REQUEST] - tutorial on torchrl LLM API Open

tutorial-proposal

Difficulty 5/5 Over a week Newbie friendliness 35/100

pytorch/tutorials#3488 · 3 comments · Opened Jul 23, 2025
Generalize PyTorch Custom Operatiors documentation Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

pytorch/tutorials#3485 · 2 comments · Opened Jul 22, 2025
💡trace images are too small to see anything Open

website

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

pytorch/tutorials#3473 · Opened Jul 18, 2025
💡 [REQUEST] Convert Distributed Checkpoint Recipes From RST to PY Files Open

pytorch/tutorials#3452 · 1 assignee · Opened Jul 10, 2025
[BUG] Running `make html-noplot` yields errors. Open

bug build issue

Difficulty 4/5 3-5 days Newbie friendliness 30/100

pytorch/tutorials#3373 · 5 comments · Opened Jun 2, 2025
💡 [REQUEST] - Proposal: Add Tutorial on Differentiable Decision Forests (DNDF-style) Open

tutorial-proposal

Difficulty 5/5 Over a week Newbie friendliness 35/100

pytorch/tutorials#3367 · 6 comments · Opened May 27, 2025
[BUG] - Broken links in `tutorials/intermediate_source /fx_conv_bn_fuser.py` Open

bug

Difficulty 1/5 Under an hour Newbie friendliness 45/100

pytorch/tutorials#3364 · Opened May 23, 2025
Broken links detected in docs 🔗 Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

pytorch/tutorials#3347 · Opened May 1, 2025
Issues with documentation Open

triaged

pytorch/tutorials#3348 · 2 comments · 1 assignee · Opened Apr 30, 2025
[BUG] - seq2seq notebook doesnt work with updated dataset anymore Open

bug

Difficulty 2/5 1-2 days Newbie friendliness 42/100

pytorch/tutorials#3334 · Opened Apr 21, 2025
Tutorial mention of batch samples as features? Open

Difficulty 2/5 1-3 hours Newbie friendliness 40/100

pytorch/tutorials#3332 · Opened Apr 17, 2025
[ONNX] Update tutorials Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

pytorch/tutorials#3329 · 2 comments · Opened Apr 16, 2025
reasoning_about_shapes.py failing with Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

pytorch/tutorials#3326 · Opened Apr 15, 2025
💡 [REQUEST] - Declare warning in tutorial that following distributed tutorial may expose tcp ports. Open

distributed

Difficulty 2/5 Half a day Newbie friendliness 35/100

pytorch/tutorials#3323 · 1 comment · Opened Apr 13, 2025
💡 [REQUEST] - <title>Pruning tutorial: clarify how to achieve comparable performance to non-pruned? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pytorch/tutorials#3308 · Opened Mar 30, 2025
[BUG] - advanced_source/semi_structured_sparse.py fails against 2.7 Open

2.7 bug

Difficulty 3/5 1-2 days Newbie friendliness 45/100

pytorch/tutorials#3303 · Opened Mar 19, 2025
[BUG] OSError: /usr/local/lib/python3.10/dist-packages/fbgemm_gpu/fbgemm_gpu_config.so: undefined symbol against PyTorch 2.7 Open

2.7 bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

pytorch/tutorials#3302 · 1 comment · Opened Mar 19, 2025
module 'torch' has no attribute 'accelerator' Open

bug core intro

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

pytorch/tutorials#3263 · 9 comments · Opened Jan 25, 2025
2:4 Sparsity acceleration does not deliver any benefit. Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pytorch/tutorials#3236 · 2 comments · Opened Jan 20, 2025
[BUG] - <title> TypeError when using len(train_dataloader.dataset) in Quickstart PyTorch tutorial Open

bug core intro

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

pytorch/tutorials#3226 · 2 comments · Opened Jan 10, 2025
💡 [REQUEST] - Making the tutorial more coherent Open

nlp

Difficulty 5/5 Over a week Newbie friendliness 35/100

pytorch/tutorials#3211 · 1 comment · Opened Jan 3, 2025
Expand AOTI tutorial to cover AMP Open

triaged

Difficulty 3/5 1-2 days Newbie friendliness 45/100

pytorch/tutorials#3152 · 6 comments · Opened Nov 6, 2024
AOTI tutorial `CUDA_HOME` Open

triaged

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pytorch/tutorials#3153 · 8 comments · Opened Nov 6, 2024
Deprecate (delete) some older custom ops tutorials come 2.7/2.8 Open

pytorch/tutorials#3133 · 1 assignee · Opened Oct 30, 2024
💡 [REQUEST] Add the latest PyTorch features into basics Autograd tutorial Open

core intro

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pytorch/tutorials#3119 · 3 comments · 1 reaction · Opened Oct 28, 2024
💡 [REQUEST][PTD][RPC] Verify RPC Tutorials contents and scripts Open

advanced distributed docathon-h1-2025 hard

pytorch/tutorials#3118 · 1 comment · 1 assignee · Opened Oct 25, 2024
💡 [REQUEST][PTD][DDP] Review the DDP Video Tutorials and modify the scripts so it can be run Open

distributed website

Difficulty 3/5 1-2 days Newbie friendliness 35/100

pytorch/tutorials#3116 · Opened Oct 25, 2024
💡 [REQUEST] - Update the profiler_recipe tutorial to cover new features Open

advanced docathon-h1-2025 hard module: profiler Profiler

pytorch/tutorials#3112 · 1 comment · 1 assignee · Opened Oct 24, 2024
[BUG] - Incorrect output on Parametrizations Tutorial when leave_parametrized=False Open

bug

Difficulty 1/5 Under an hour Newbie friendliness 55/100

pytorch/tutorials#3078 · 2 comments · Opened Oct 6, 2024
[BUG] corrupted dataset due to simultaneous downloading by all ranks. Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 25/100

pytorch/tutorials#3065 · Opened Sep 29, 2024
💡 [REQUEST] - What is purpose of `out.backward(torch.randn(1, 10))` in neural_networks_tutorial Open

core intro question

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

pytorch/tutorials#3017 · 6 comments · Opened Aug 28, 2024
💡 [REQUEST] - New recipe tutorial on accessing model parameters Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

pytorch/tutorials#2924 · Opened Jun 10, 2024

pytorch/tutorials

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