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There is the following issue on this page: https://docs.pytorch.org/tutorials/beginner/saving_loading_models.html Issue: I am referring to the section https://docs.pytorch.org/tutorials/beginner/saving_loading_models.html#saving-torch-nn-dataparallel-models. Contrary to this other tutorial https://docs.pytorch.org/tutorials/intermediate/ddp_tutorial.html it does not include (in the "save"...

distributed

It is a good head start for beginners to pytorch. I am moving from tensorflow to pytorch and find this tutorial to give me a good grip on to the...

### Add Link - https://docs.pytorch.org/tutorials/intermediate/torch_compile_tutorial.html - https://docs.pytorch.org/tutorials/intermediate/torch_compile_full_example.html ### Describe the bug The listed tutorials include broken links: - https://docs.pytorch.org/docs/main/compile/programming_model.html - https://docs.pytorch.org/docs/main/compile/programming_model.graph_break s_index.html ### Describe your environment _None_ cc @svekars @sekyondaMeta...

bug
incorrect link
torch.compile

Fixes #3643 ## Description ## Checklist - [ ] The issue that is being fixed is referred in the description (see above "Fixes #ISSUE_NUMBER") - [ ] Only one issue...

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The tutorial code uses exp(x) but the documentation incorrectly stated it was learning sin(x). This fix updates the documentation to correctly describe what the code does: - Changed documentation from...

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- Updated redirects for dynamic_quantization_tutorial.html to point to gpu_quantization_torchao_tutorial - Updated redirects for static_quantization_tutorial.html to point to pytorch.org/ao documentation - Removed missing dynamic_quantization recipe from recipes_index.rst - Updated recipes README...

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Updated URL from: https://github.com/pytorch/tutorials/raw/main/_static/ To: https://github.com/pytorch/tutorials/raw/refs/heads/main/_static/ Fixes issue #3569 ## Description ## Checklist - [ ] The issue that is being fixed is referred in the description (see above "Fixes...

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The tutorial was using torch.accelerator.is_available() and torch.accelerator.current_accelerator() which causes an AttributeError in PyTorch versions that don't have the accelerator API. Changed to use the more widely compatible torch.cuda.is_available() and tensor.to('cuda')...

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The tutorial was pointing to a Google Docs page that is no longer maintained and not well indexed. Many of the restrictions mentioned in that document have since been lifted....

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The tutorial was comparing loss on different batches: - Pre-training: evaluated on first 64 instances (batch 0) - Post-training: evaluated on last batch from training loop This made the comparison...

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