pytorch/tutorials

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PyTorch tutorials.

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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

Label tracking meta-issue (edit me to get automatically CC'ed on issues! ) Open

triaged

Difficulty 1/5 Under an hour Newbie friendliness 10/100

pytorch/tutorials#1896 · Opened Apr 21, 2022
Quantize dynamic on Macbook Pro, M1 Open

quantization

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

pytorch/tutorials#1895 · 2 comments · Opened Apr 20, 2022
Added new Tutorial Open

enhancement

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

pytorch/tutorials#1876 · Opened Mar 28, 2022
Batchify in Language Modeling Open

intro

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

pytorch/tutorials#1841 · 1 comment · Opened Mar 2, 2022
aten::quantize_per_tensor and onnx.export problems with static quantization and QAT Open

docathon-h2-2023 medium module: quantization quantization

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

pytorch/tutorials#1683 · 4 comments · Opened Sep 16, 2021
Distributed Data Parallel Tutorial UX improvement suggestion Open

content docathon-h2-2023 medium

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

pytorch/tutorials#1637 · 10 comments · Opened Aug 5, 2021
art transfer tutorial uses incomplete model for training Open

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

pytorch/tutorials#1595 · 1 comment · Opened Jun 30, 2021
(Libtorch)How to use packed_accessor64 to access tensor elements in CUDA? Open

CUDA docathon-h2-2023 medium

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

pytorch/tutorials#1539 · 4 comments · Opened May 24, 2021
Why libtorch tensor value assignment takes so much time? Open

question Tensors

Difficulty 4/5 3-5 days Newbie friendliness 20/100

pytorch/tutorials#1534 · 1 comment · Opened May 24, 2021
Custom C++ and CUDA Extensions tutorial need to be updated to use dispatcher API Open

C++ CUDA medium

pytorch/tutorials#1495 · 4 comments · 1 assignee · Opened Apr 30, 2021
(pad_on_left and) ids_tensor error(s) in Dynamic Quantization on BERT tutorial Open

medium module: quantization

pytorch/tutorials#1406 · 4 comments · 1 assignee · Opened Mar 9, 2021
Dynamic Quantization for GPT2 model from huggingface. Open

module: quantization question

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

pytorch/tutorials#1401 · Opened Mar 8, 2021
crash when running model.forward on vulkan Open

Mobile

Difficulty 4/5 3-5 days Newbie friendliness 28/100

pytorch/tutorials#1317 · 1 comment · Opened Jan 25, 2021
Put some more better practices in custom operator tutorial Open

C++ torchscript

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

pytorch/tutorials#1203 · Opened Oct 23, 2020
How do I go back to the old view of the site Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

pytorch/tutorials#1163 · Opened Sep 21, 2020
But in Spatial Transformer Network? Open

docathon-h2-2023 medium Text

pytorch/tutorials#1117 · 5 comments · 1 assignee · Opened Aug 11, 2020
seq2seq: Replace the embeddings with pre-trained word embeddings such as word2vec Open

medium Text

Difficulty 5/5 Over a week Newbie friendliness 20/100

pytorch/tutorials#1075 · 3 comments · Opened Jul 16, 2020
Tutorial on custom dataloaders (NOT datasets) Open

60_min_blitz advanced docathon-h2-2023 enhancement

pytorch/tutorials#1010 · 11 comments · 1 assignee · Opened Jun 3, 2020
Sphinx build always rebuilds docs even when it's not necessary Open

build issue

Difficulty 4/5 3-5 days Newbie friendliness 15/100

pytorch/tutorials#999 · 1 comment · Opened May 15, 2020
Per-tutorial dependencies/build Open

build issue

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

pytorch/tutorials#998 · 1 comment · Opened May 15, 2020
Conversion tools for converting from old version to new version Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

pytorch/tutorials#981 · Opened May 6, 2020
Mask-RCNN tutorial one-line change suggestion Open

easy torchvision

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

pytorch/tutorials#960 · 7 comments · Opened Apr 21, 2020
Many tutorials are not showing in ToC Open

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

pytorch/tutorials#929 · 1 comment · Opened Apr 5, 2020
Update model in FGSM tutorial according to MNIST example Open

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

pytorch/tutorials#901 · Opened Mar 23, 2020
How to apply torch.quantization.quantize_dynamic for conv2d layer? Open

quantization

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

pytorch/tutorials#899 · 3 comments · Opened Mar 20, 2020
Fix automated colab link when building tutorials Open

bug

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

pytorch/tutorials#858 · Opened Feb 20, 2020
happy to contribute my intuitive visual guide to how convolutions and transposed convenient work Open

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

pytorch/tutorials#853 · 1 comment · 1 reaction · Opened Feb 17, 2020
copyright and permission question about celebA dataset used in tutorials Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

pytorch/tutorials#840 · 1 comment · Opened Jan 30, 2020
Could we have the commanding about the shape of the output and input tensor in the model class Open

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

pytorch/tutorials#808 · 1 comment · Opened Jan 5, 2020
(Clion Window 10)Cmake setting failed, I have tried all kind of solution on the internet Open

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

pytorch/tutorials#806 · Opened Jan 2, 2020
Make codeblocks non-executable Open

60_min_blitz

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

pytorch/tutorials#792 · Opened Dec 16, 2019
rst figure not rendering in the colab Open

60_min_blitz

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

pytorch/tutorials#791 · Opened Dec 16, 2019
Render image in colab Open

60_min_blitz

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

pytorch/tutorials#789 · 2 comments · Opened Dec 16, 2019
rst code syntax clean up in colab Open

60_min_blitz

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

pytorch/tutorials#786 · Opened Dec 16, 2019
Correct hyperlink syntax in colab Open

60_min_blitz

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

pytorch/tutorials#785 · Opened Dec 16, 2019
Download button Open

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

pytorch/tutorials#712 · Opened Oct 24, 2019
Convert Pytorch model to ONNX AssertionError: Not equal to tolerance rtol=0.001, atol=1e-05 Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

pytorch/tutorials#675 · 3 comments · 1 reaction · Opened Sep 28, 2019
Plz provide printable documents Open

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

pytorch/tutorials#665 · 1 comment · Opened Sep 20, 2019
enforcing good practices for data splitting Open

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

pytorch/tutorials#634 · Opened Aug 23, 2019
Neural Style Tutorial does not work as written Open

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

pytorch/tutorials#626 · Opened Aug 20, 2019
Relu after embedding in seq2seq tutorial Open

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

pytorch/tutorials#555 · 2 comments · Opened Jul 13, 2019
Error in class Voc of chatbot_tutorial.py Open

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

pytorch/tutorials#554 · Opened Jul 11, 2019
improve pytorch tutorial for Data Parallelism Open

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

pytorch/tutorials#553 · 3 comments · Opened Jul 8, 2019
Under which license are the images? Open

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

pytorch/tutorials#535 · Opened Jun 19, 2019
NN blitz tutorial: some small improvements Open

60_min_blitz

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

pytorch/tutorials#533 · Opened Jun 18, 2019
nn_tutorial.py loss and accuracy being measured only on last mini-batch as opposed to entire batch, which may be confusing for learners Open

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

pytorch/tutorials#522 · Opened Jun 5, 2019
adding layer size calc to Neural Networkstutorial Open

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

pytorch/tutorials#498 · Opened May 9, 2019
Seems this kind of mechanism of neural style transfer does not work for multi-gpu training. Open

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

pytorch/tutorials#469 · Opened Apr 4, 2019
A short tutorial showing the input arguments for NLL loss/ cross entropy loss would be incredibly helpful Open

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

pytorch/tutorials#437 · Opened Feb 26, 2019
cpp extension tutorial: not device agnostic? Open

C++

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

pytorch/tutorials#431 · 1 comment · Opened Jan 31, 2019

pytorch/tutorials

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