tutorials

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### Add Link N/A ### Describe the bug ``` 15.05 ERROR: Ignored the following versions that require a different python version: 0.21 Requires-Python >=3.9; 0.21.1 Requires-Python >=3.9; 0.21.2 Requires-Python >=3.9;...

orion160

[BUG] - Outdated CMakeLists.txt in cpp_export.rst

1

### Add Link https://pytorch.org/tutorials/advanced/cpp_export.html ### Describe the bug The CMakeLists.txt in cpp_export.rst specifies using cpp standard 14 ``` set_property(TARGET example-app PROPERTY CXX_STANDARD 14) ``` which raises the following error when...

CreeperLin

Try new search

1

pagefind [run](https://github.com/pytorch/tutorials/actions/runs/9023793449/job/24796356300?pr=2863#step:10:3761) ``` Running Pagefind v1.1.0 (Extended) Running from: "/var/lib/workspace" Source: "_build/html" Output: "_build/html/pagefind" [Walking source directory] Found 275 files matching **/*.{html} [Parsing files] Did not find a data-pagefind-body element...

svekars

requires_grad=True for an input datapoint?

1

https://github.com/pytorch/tutorials/blob/f4ebb4d007792f5bc302affa7b360a9710e4a88b/advanced_source/super_resolution_with_onnxruntime.py#L144 It is obscure to me why there is the need to set the flag requires_grad to True for datapoint "x", which has no parameters to be learnt. Is it...

ggbioing

Add compiled autograd tutorial

4

Fixes #3034 ## Description Add tutorial for a PyTorch 2.4 feature ## Checklist - [x] The issue that is being fixed is referred in the description (see above "Fixes #ISSUE_NUMBER")...

xmfan

[DO NOTE MERGE] 2.5 RC TEST

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From line [558](https://github.com/pytorch/tutorials/actions/runs/10853876418/job/30123111200?pr=3055#step:9:559) ``` Successfully installed ... torch-2.5.0+cu124 torchaudio-2.5.0+cu124 torchvision-0.20.0+cu124 ```

svekars

Add autoloading tutorial

8

Fixes #3039 This PR adds a tutorial about the out-of-tree extension autoloading mechanism introduced in https://github.com/pytorch/pytorch/issues/122468 and implemented in https://github.com/pytorch/pytorch/pull/127074 cc: @jgong5 @Yikun @hipudding @FFFrog @albanD

shink

💡 [REQUEST] - What is purpose of `out.backward(torch.randn(1, 10))` in neural_networks_tutorial

5

### 🚀 Describe the improvement or the new tutorial In [neural networks tutorial for beginners](https://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html), we have the following: Zero the gradient buffers of all parameters and backprops with random...

Lovkush-A

torch_compile_user_defined_triton_kernel_tutorial.py typo correction

1

Fixes #3045 ## Description Replace \`\`triton.autotune\`\` with \`\`triton.autotune\`\` in line 155. ## Checklist - [x] The issue that is being fixed is referred in the description (see above "Fixes #ISSUE_NUMBER")...

dlcodns

Updated Doc for Intel XPU Profile

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## Description PyTorch Profiling changes for XPU. Landing page: https://pytorch.org/tutorials/recipes/recipes/profiler_recipe.html https://pytorch.org/tutorials/recipes/profile_with_itt.html ## Checklist - [ ] The issue that is being fixed is referred in the description (see above "Fixes...

louie-tsai