pypto-autograd is a source-code based automatic differentiation tool for PyPTO kernels. Given a user-defined forward kernel, pypto-autograd generates the corresponding backward kernel as readable and editable Python code. Unlike runtime tracing approaches, pypto-autograd performs differentiation at the source-code level and produces static backward implementations that developers can inspect, modify, and optimize.
项目介绍
pypto-autograd is a source-code based automatic differentiation tool for PyPTO kernels. Given a user-defined forward kernel, pypto-autograd generates the corresponding backward kernel as readable and editable Python code. Unlike runtime tracing approaches, pypto-autograd performs differentiation at the source-code level and produces static backward implementations that developers can inspect, modify, and optimize.
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