My Dynamo

Learning internals of torchdynamo

• torchdynamo
• PEP 523

Notes

• tinyvm.py is a very tiny script to demo a stack virtual machine that interpretes python bytecodes.
• naive_transform.py is demostrating howto transform bytecodes of a + b to a * b + a + b by utilizing pep523.
• paddle_fx_poc.py is a poc for creating a python IR for paddle python program by symbolic trace.

Development Setup

initial setup

python setup.py develop  # compiles C/C++ extension
python naive_transform.py