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Pytorch Training Loops

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joekohler edited this page Nov 21, 2023 · 1 revision

Test123

I would love to contribute to PyTorch!

Toggle table of contents Pages 100

Home
[WIP] What is a SEV
A quick guide on how to add and cache dependencies on PyTorch CI
Adding and maintaining type annotations in PyTorch
Archive
Autograd and Fork
Autograd Basics
Autograd Onboarding Lab
Best Practices to Edit and Compile PyTorch Source Code On Windows
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Boxing and Unboxing in the PyTorch Operator Library
Breaking Changes from Variable and Tensor merge
Build PyTorch
Build PyTorch and LibTorch on Windows ARM64
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Code review values
Codegen and Structured Kernels
Contact Pytorch Dev Infra Office
Continuous Integration
Core Frontend Onboarding
Cpp API Quick Walkthrough
Create a Pull Request
CUDA basics
Data Basics
DataPipes Testing Requirements
Debugging CI Failures without SSH Access
Debugging PyTorch Build
Debugging using with ssh for Github Actions
Debugging Windows with Remote Desktop or CDB (CLI windbg) on CircleCI
Dev Infra Office Hours
Developer Environment Prerequisites
Developer FAQ
Development Tips
Dispatcher Structured Kernels Lab
Docker image build on CircleCI
Docstring Guidelines
Finding Or Reporting Issues
Fork Clone and Checkout
function transforms (aka torch.func, functorch)
Getting help as a contributor
Guide for adding type annotations to PyTorch
How to propose feature changes to PyTorch
How to support `torch.set_deterministic()` in PyTorch operators
How to use TensorIterator
Install Dependencies
Introducing Quantized Tensor
Life of a Tensor
Lint as you type
lintrunner
Maintainer notes for _pytorchbot merge this please_ (Archived)
Memory format propagation rules
Modular components for benchmarking PyTorch snippets. (Experimental)
Module Onboarding Lab
MPS Backend
Multiprocessing Technical Notes
nn Basics
Operators with Channels Last support
OpInfos FAQ
Overview of the Pull Request Lifecycle
Pre Commit Checks
Public API definition and documentation
Pull Request FAQs
Pull request review etiquette
PyTorch AutoLabel Bot
PyTorch Basics
PyTorch CI Metrics Dashboards: the HUD
PyTorch Data Flow and Interface Diagram
PyTorch dispatcher walkthrough
PyTorch IR
PyTorch ONNX exporter
PyTorch ONNX Exporter Code Reviews and Duty Rotation
PyTorch ONNX Topics
PyTorch Ops to oneDNN Functions Mapping
PyTorch OSS benchmark infra
Pytorch Training Loops
PyTorch Versions
PyTorch Workflow Cheatsheet
PyTorch's Python Frontend Backward and Forward Compatibility Policy
Running and writing tests
Sharing design documents for discussion
Software Architecture for c10
Tensor and Operator Basics
Tensor API changes for Caffe2 developers
TH to ATen porting guide
The PyTorch Contribution Process
The torch.fft module in PyTorch 1.7
The Ultimate Guide to PyTorch Contributions
torch.nn Module Documentation Style Guide
torch.onnx Namespacing
torch_quantization_design_proposal
Troubleshooting
Typical Pull Request Workflow
Using hud.pytorch.org
vmap Basics
vmap Onboarding Lab
What is considered a SEV?
Where or how should I add documentation
Writing memory format aware operators
Writing Python in cpp (a manifesto)
Writing tests in PyTorch 1.8

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