‘gradient’ Dialect

A dialect for classical & quantum gradients.

Operations

• OpInterface definitions
• gradient.adjoint (::catalyst::gradient::AdjointOp)
• gradient.backprop (::catalyst::gradient::BackpropOp)
• gradient.custom_grad (::catalyst::gradient::CustomGradOp)
• gradient.forward (::catalyst::gradient::ForwardOp)
• gradient.grad (::catalyst::gradient::GradOp)
• gradient.jvp (::catalyst::gradient::JVPOp)
• gradient.return (::catalyst::gradient::ReturnOp)
• gradient.reverse (::catalyst::gradient::ReverseOp)
• gradient.vjp (::catalyst::gradient::VJPOp)
• gradient.value_and_grad (::catalyst::gradient::ValueAndGradOp)

Passes

• -convert-gradient-to-llvm
• -gradient-postprocess
• -gradient-preprocess
• -lower-gradients

code/dialects/gradient

 

Download Python script

 

Download Notebook

 

View on GitHub