pytorch and onnx

Design

See Design.

Examples

101

• 101: Linear Regression and export to ONNX

• 101: A custom backend for torch

• 101: Graph Optimization

• 101: Profile an existing model with onnxruntime

• 101: Onnx Model Rewriting

• 101: Some dummy examples with torch.export.export

102

• 102: Examples with onnxscript

• 102: First test with ExecuTorch

• 102: Convolution and Matrix Multiplication

• 102: Fuse kernels in a small Llama Model

• 102: Measure LLAMA speed

201

• 201: Evaluate different ways to export a torch model to ONNX

• 201: Evaluate DORT

• 201: Evaluate DORT Training

301

• 301: Compares LLAMA exporters for onnxrt backend

• 301: Compares LLAMA exporters