Core Frontend Onboarding

New to developing PyTorch? We've got you covered.

Unit 1: PyTorch Basics

• Developer Environment Setup
• PyTorch Workflow Cheatsheet
• Learn about where and how PyTorch is used

Unit 2: Tensors, Operators, and Testing

• Tensor and Operator Basics
• Running and writing tests
• Tensor Views Lab

Unit 3: Autograd

• Autograd basics
• Autograd Lab

Unit 4: Dispatcher, Structured Kernels, and Codegen

• Dispatcher and Python bindings
• Codegen and Structured Kernels
• Dispatcher and Structured Kernels Lab

Unit 5: torch.nn

• nn, C++
• Modules Lab

Unit 6: CUDA basics

• CUDA-basics
• CUDA Perf Lab (internal-only)

Unit 7: Data (Optional)

• Data
• Data Lab (internal-only)

Unit 8: function transforms/Training Loops (Optional)

• vmap
• vmap Lab
• composable function transforms (aka torch.func, functorch)