tutorials

tutorials copied to clipboard

A tutorial on pin_memory and non_blocking usage

2

This is a draft PR on the proper usage of `pin_memory` and `non_blocking` when sending data from CPU to GPU (and GPU to CPU). ## Description There is some confusion...

vmoens

`@torch.compile` some tutorials

6

## Description This PR attempts to compile three tutorials: * neural_tangent_kernels * ensembling * per_sample_grads To compile with `fullgraph=True`, one needs pytorch with the changes from https://github.com/pytorch/pytorch/pull/129091. ## Performance gain...

guilhermeleobas

Tutorials : Pretraining VGG from Scrtach

15

Fixes #ISSUE_NUMBER ## Description I make a new tutorial training VGG from scratch . There are no tutorials traning Vgg from scratch. ## Checklist - [ ] The issue that...

woongjoonchoi

💡 [REQUEST] - Tutorial on deep survival analysis using PyTorch & TorchSurv

2

### 🚀 Describe the improvement or the new tutorial [`TorchSurv`](https://github.com/Novartis/torchsurv) is a Python package that serves as a companion tool to perform deep survival modeling within the `PyTorch` environment. Unlike...

tcoroller

Updating "Classifying Names with a Character-Level RNN"

12

Fixes #1166 ## Description Updating Sean's excellent RNN classification tutorial that is now 8 years old and missing some newer pytorch functionality. * Cannot use default Dataloader to select batch...

mgs28

[DO NOT MERGE] 2.4 RC Test

1

A branch to test 2.4 tutorials

brycebortree

Fix reference to dcp in loading example

1

## Description Imported as `DCP` but used as `dcp`. Changed import to `dcp` to have same import style as saving example. ## Checklist - [x] The issue that is being...

angerrp

💡 [REQUEST] - Update CONTRIBUTING.md to include CI steps (e.g. pyspelling)

3

### 🚀 Describe the improvement or the new tutorial Update CONTRIBUTING.md to include steps for testing CI steps (e.g. pyspelling) so that PRs are a little faster. The make html...

mgs28

Tutorial timestamps

4

Fixes #2848 ## Description I wrote a script that goes to each .py and .rst file in beginner_source, intermediate_source, and advanced_source directories. The timestamp format is "Updated: HH:MM AM/PM, mm...

brcolli

Updated linalg functions in tensors_deeper_tutorial.py

1

Fixes #2933 ## Description Hi, after reading #2933, there are a few things that I noted while attempting to solve this issue: 1. While `torch.cross` is more flexible and allows...

ignaciobartol