Developer Notes

Created On: Apr 16, 2025 | Last Updated On: Apr 16, 2025

• Automatic Mixed Precision examples
• Autograd mechanics
• Broadcasting semantics
• CPU threading and TorchScript inference
• CUDA semantics
• PyTorch Custom Operators Landing Page
• Distributed Data Parallel
• Extending PyTorch
• Extending torch.func with autograd.Function
• Frequently Asked Questions
• Getting Started on Intel GPU
• Gradcheck mechanics
• HIP (ROCm) semantics
• Features for large-scale deployments
• LibTorch Stable ABI
• LocalTensor Tutorial: Single-Process SPMD Debugging
• MKLDNN backend
• Bfloat16 (BF16) on MKLDNN backend
• Modules
• MPS backend
• Multiprocessing best practices
• Numerical accuracy
• Out Notes
• Reproducibility
• Serialization semantics
• Windows FAQ