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Update Compiled Autograd tutorial and pages

1

### Add Link https://docs.pytorch.org/tutorials/intermediate/compiled_autograd_tutorial.html ### Describe the bug The tutorial still points to: https://docs.google.com/document/d/11VucFBEewzqgkABIjebZIzMvrXr3BtcY1aGKpX61pJY/edit?tab=t.0#heading=h.nwlpwfw6vxmv, and many of the restrictions have since been lifted. We can remove that page now. It...

xmfan

[BUG] - Minor: incorrect description in the Build the Neural Network tutorial

1

### Add Link https://docs.pytorch.org/tutorials/beginner/basics/buildmodel_tutorial.html ### Describe the bug The tutorial has the following paragraph: ``` Calling the model on the input returns a 2-dimensional tensor with dim=0 corresponding to each...

vaharoni

Will you release the TorchRL C++ API in the future, similar to the PyTorch C++ API?

1

Will you release the TorchRL C++ API in the future, similar to the PyTorch C++ API? We look forward to using the TorchRL C++ API in the future.

hyl20012

Will you release the TorchRL C++ API in the future? Similar to the PyTorch C++ API. We look forward to using the TorchRL C++ API in the future.

hyl20012

There is the following issue on this page: https://docs.pytorch.org/tutorials/intermediate/ddp_tutorial.html torch.accelerator does not seem to exist in 2.5.1+cu124

mdouze

Feedback about Quickstart

4

There is the following issue on this page: https://docs.pytorch.org/tutorials/beginner/basics/quickstart_tutorial.html#optimizing-the-model-parameters System specs: Windows 11, python3.11, pytorch==2.8.0+xpu, Intel oneAPI 2025.2. Been following this tut, I got this error raising from test function...

BhavneetSingh7

The ParameterAlias class is imported but never used in the tutorial. File: recipes_source/recipes/benchmark.py Line 556: from torch.utils.benchmark import Fuzzer, FuzzedParameter, FuzzedTensor, **ParameterAlias** If it is OK to remove unused import,...

vishalgoyal316

Feedback about Quickstart

2

Page: https://docs.pytorch.org/tutorials/beginner/basics/quickstart_tutorial.html The example training loop under the **Optimizing the Model Parameters** section is not using the standard order of zero_grad(), backward(), step(). As written currently in the documentation: ```...

rjdamiano

Hi there, I was looking at the tutorial on fitting a polynomial with NumPy and PyTorch: https://docs.pytorch.org/tutorials/beginner/examples_tensor/polynomial_numpy.html I noticed that the resulting third-degree polynomial is not a very good fit...

camargocr

# Summary | Status | Count | |----------------|-------| | 🔍 Total | 1074 | | ✅ Successful | 1064 | | ⏳ Timeouts | 0 | | 🔀 Redirected |...

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