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

[BUG] - `example_recipe.py` FIle not Found issue Open

bug

pytorch/tutorials#2917 · 4 comments · 1 assignee · Opened Jun 9, 2024
[BUG] - Training Transformer models using Distributed Data Parallel and Pipeline Parallelism Tutorial broken Open

bug distributed

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

pytorch/tutorials#2916 · 1 comment · Opened Jun 8, 2024
[Devcontainer] problem with dependencies Open

bug

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

pytorch/tutorials#2907 · Opened Jun 5, 2024
Issues with se2seq tutorial (batch training) Open

bug core

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

pytorch/tutorials#2840 · Opened Apr 18, 2024
[BUG] - Deprecated numpy.float failing pycocotools files Open

bug docathon-h1-2025 medium module: vision windows

pytorch/tutorials#2733 · 5 comments · 1 assignee · Opened Jan 16, 2024
[BUG] - <title>RuntimeError: CUDA error: an illegal memory access was encountered using vmap and model ensembling call for cuda system Open

bug core

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

pytorch/tutorials#2721 · 2 comments · Opened Dec 22, 2023
Cpp version in 'Loading a Torchscript Model in C++' is not aligned with 'Installing C++ Distribution' section Open

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

pytorch/tutorials#2698 · Opened Dec 6, 2023
💡 [REQUEST] - Enable separate requirements.txt for each tutorial Open

pytorch/tutorials#2697 · 1 comment · 1 assignee · Opened Dec 6, 2023
Update PyTorch Performance guide to include torch compiler related optimizations Open

torch.compile torchscript

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

pytorch/tutorials#2695 · 1 comment · Opened Dec 1, 2023
[BUG] - unpack error in CUDA extension tutorial Open

bug

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

pytorch/tutorials#2687 · Opened Nov 18, 2023
Potentially 2 LR Schedulers used for Object Detection Tutorial Open

module: vision

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

pytorch/tutorials#2631 · Opened Oct 31, 2023
💡 [REQUEST] - <title>An inbuilt function to retrieve a list of datasets categorised by problem type (e.g., classification, regression, clustering). Open

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

pytorch/tutorials#2630 · 1 comment · Opened Oct 31, 2023
~ PyTorch Docathon H2 2023 ~ Open

docathon-h2-2023

pytorch/tutorials#2624 · 3 comments · 3 reactions · 1 assignee · Opened Oct 26, 2023
[BUG]-Network error while importing flava_model_for_classification from torchmultimodal Open

bug torchmultimodal

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

pytorch/tutorials#2611 · 9 comments · Opened Oct 19, 2023
[BUG] - torch compile tutorial errors Open

bug torch.compile

Difficulty 3/5 1-2 days Newbie friendliness 30/100

pytorch/tutorials#2593 · 1 comment · Opened Oct 5, 2023
💡 [REQUEST] - Support ghstack to allow series of interdependent tutorials/recipes Open

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

pytorch/tutorials#2560 · Opened Sep 14, 2023
[BUG] - Hyperparameter Tuning with Ray Tune doesn't work for multi GPU Open

bug CUDA docathon-h2-2023 medium

pytorch/tutorials#2534 · 3 comments · 1 assignee · Opened Aug 25, 2023
ValueError: keyword grid_b is not recognized Open

captum

Difficulty 3/5 1-2 days Newbie friendliness 30/100

pytorch/tutorials#2502 · 2 comments · 1 reaction · Opened Jul 4, 2023
[BUG] - The test error is consistently equal to 0 when I execute the Quickstart tutorial on the M2 ProMax. Open

bug intro

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

pytorch/tutorials#2497 · 2 comments · Opened Jun 30, 2023
[BUG] No ways provided to replicate fps on retrained models. Open

bug module: vision

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

pytorch/tutorials#2487 · 2 comments · Opened Jun 24, 2023
[BUG] - Bleu of machine translation Open

bug module: torchtext

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

pytorch/tutorials#2485 · 2 comments · Opened Jun 23, 2023
[BUG] - Outdated information in the tutorial: Learning Hybrid Frontend Open

bug deprecate docathon-h2-2023 medium torchscript

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

pytorch/tutorials#2479 · 4 comments · Opened Jun 20, 2023
[BUG] - segmentation fault occur when follow the tutorial Open

bug triaged

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

pytorch/tutorials#2690 · 4 comments · Opened Jun 7, 2023
[BUG] - Missing Dependency 'portalocker' in PyTorch NLP Tutorials with torchtext.datasets Open

bug module: torchtext

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

pytorch/tutorials#2409 · 1 reaction · Opened Jun 2, 2023
💡 [REQUEST] - Tutorial on extending TorchX Open

advanced docathon-h2-2023 module: torchx

pytorch/tutorials#2347 · 12 comments · 1 assignee · Opened May 25, 2023
💡 [REQUEST] - How to use TorchServe on AWS SageMaker Open

advanced docathon-h2-2023 torchserve

pytorch/tutorials#2345 · 5 comments · 1 assignee · Opened May 25, 2023
[BUG] - Test issue Open

bug test

pytorch/tutorials#2344 · 1 comment · 1 assignee · Opened May 25, 2023
💡 [REQUEST] - How to use TorchServe Large Model Inference: walk through an example Open

advanced docathon-h2-2023 torchserve

pytorch/tutorials#2341 · 1 comment · 1 assignee · Opened May 24, 2023
💡 [REQUEST] - How to use TorchServe: Walk through an example Open

advanced docathon-h2-2023 torchserve

pytorch/tutorials#2340 · 9 comments · 1 assignee · Opened May 24, 2023
how to calculate the macs after prune？ Open

question

Difficulty 3/5 1-2 days Newbie friendliness 32/100

pytorch/tutorials#2313 · 2 comments · Opened May 8, 2023
💡 [REQUEST] - Remove unnecessary backticks Open

grammar

Difficulty 2/5 1-3 hours Newbie friendliness 62/100

pytorch/tutorials#2308 · 3 comments · Opened May 6, 2023
[BUG] - parametrizations tutorial no longer works in torch 2.0 (deprecated torch.solve API) Open

bug

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

pytorch/tutorials#2288 · 3 comments · Opened Apr 18, 2023
[BUG] - Chatbot Tutorial - Unterminated string starting at: line 1 column 91 (char 90) Open

bug question

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

pytorch/tutorials#2273 · 3 comments · Opened Mar 28, 2023
Add a file a bug button to the website footer Open

website

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

pytorch/tutorials#2241 · 1 comment · Opened Mar 7, 2023
torchvision_finetuning_instance_segmentation.ipynb updates Open

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

pytorch/tutorials#2235 · Opened Mar 4, 2023
file not found error, super_resolution_with_onnxruntime.ipynb in colab. Open

colab

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

pytorch/tutorials#2225 · Opened Feb 28, 2023
Git repository is quite large Open

build issue

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

pytorch/tutorials#2208 · 2 comments · Opened Feb 17, 2023
nestedtensor.py on Colab building from master Open

2.0 question

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

pytorch/tutorials#2196 · 2 comments · Opened Feb 6, 2023
OSError: Missing: valgrind, callgrind_control, callgrind_annotate Open

question

Difficulty 3/5 1-2 days Newbie friendliness 28/100

pytorch/tutorials#2175 · 6 comments · Opened Jan 19, 2023
using nn.Module(X).argmax(1) - get IndexError Open

arch-optimization question

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

pytorch/tutorials#2122 · 6 comments · Opened Nov 19, 2022
Can not show the "GPU Summary" panel in the TensorBoard with torch_tb_profiler plugin Open

docathon-h2-2023 medium module: profiler tensorboard

pytorch/tutorials#2115 · 12 comments · 1 assignee · Opened Nov 10, 2022
TypeError: __init__() got an unexpected keyword argument 'new_step_api' Open

Reinforcement Learning

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

pytorch/tutorials#2077 · 5 comments · Opened Oct 8, 2022
fix tutorials that are not run in CI Open

ci

pytorch/tutorials#2033 · 2 comments · 1 assignee · Opened Sep 9, 2022
Add SageMaker Studio Lab link to navigation on LTB pages Open

enhancement

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

pytorch/tutorials#2007 · Opened Aug 15, 2022
Updating sphinx-gallery to 0.9.1 breaks several tutorials Open

bug

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

pytorch/tutorials#2001 · 1 comment · Opened Aug 11, 2022
Test tutorials before the release Open

enhancement

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

pytorch/tutorials#1964 · 2 comments · Opened Jul 5, 2022
misleading variable name in transformer tutorial Open

intro

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

pytorch/tutorials#1944 · Opened Jun 12, 2022
Edit on GitHub consistent and on all pages Open

enhancement website

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

pytorch/tutorials#1927 · 1 reaction · Opened May 24, 2022
associate data with tutorials Open

ci enhancement triaged

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

pytorch/tutorials#1906 · Opened May 3, 2022
Better sharding mechanism Open

ci enhancement triaged

Difficulty 3/5 1-2 days Newbie friendliness 48/100

pytorch/tutorials#1899 · 3 comments · Opened Apr 21, 2022

pytorch/tutorials

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