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It would be nice to mention `load_inline` (https://github.com/pytorch/pytorch/pull/7059) in the tutorial https://pytorch.org/tutorials/advanced/cpp_extension.html A practical use-case for an example may be a bilateral filter from https://github.com/NVIDIA/FastPhotoStyle/blob/master/smooth_filter.py (currentlly uses CuPY and pynvrtc)....

triaged

### Add Link https://pytorch.org/tutorials/intermediate/realtime_rpi.html ### Describe the bug I am getting 25-30fps on my rpi4 with provided snippet. However, after finetuning mobilenet_v2 and applying: ``` # Quantize the model quantized_model...

bug
module: vision

### Add Link https://pytorch.org/tutorials/beginner/translation_transformer.html ### Describe the bug - Expected Blue score of 35 -30 - got near 0.6 - tested on test set got from Multi30k -Attaching [here.](https://drive.google.com/file/d/1f_hnLdiHGIRmco815rbqWrM8d0HIkGH2/view?usp=sharing) (format:...

bug
module: torchtext

The libraries argparse, os and torch.nn.parallel are not necessary in the project. For that reason I propose to comment them out. Fixes #ISSUE_NUMBER ## Description ## Checklist - [ ]...

### Add Link https://pytorch.org/tutorials/beginner/chatbot_tutorial.html#chatbot-tutorial ### Describe the bug I downloaded the zip and extracted it. Now I got this error: ``` Processing corpus into lines and conversations... --------------------------------------------------------------------------- JSONDecodeError Traceback...

bug
question

## Description The kernel size of the LeNet model is incorrectly defined as 3. It needs to be changed to 5. ## Checklist - [ ] The issue that is...

cla signed

Simple correct to broken URL tag which may cause by typo: `torch elastic/torchrun`__ cc @svekars @carljparker

incorrect link

### Add Link - https://pytorch.org/tutorials/beginner/text_sentiment_ngrams_tutorial.html - https://pytorch.org/tutorials/beginner/transformer_tutorial.html ### Describe the bug I've been reading some of the pytorch NLP tutorials like [text_sentiment_ngrams_tutorial](https://pytorch.org/tutorials/beginner/text_sentiment_ngrams_tutorial.html) and [transformer_tutorial](https://pytorch.org/tutorials/beginner/transformer_tutorial.html). I noticed that to run them...

bug
module: torchtext

Updated pretrained=True to VGG19_Weights.DEFAULT Fixes #ISSUE_NUMBER ## Description ## Checklist - [ ] The issue that is being fixed is referred in the description (see above "Fixes #ISSUE_NUMBER") - [...

### 🚀 Descirbe the improvement or the new tutorial I use torch.nn.utils.prune as prune to prune the model, then I use torchprofile.profile_macs() to calculate the macs of Pruned_model, but I...

question