Automatic Differentiation
See also:
- Compilers note - especially polyhedral computation section
bring your own codegen BYOC Chen 2021 halide tvm pytorch ilang egraph for equivalent patterns ? no that’s not what he’s saying glenside
flexasr hlscnn vta
im2col tvm polyhedral glesnide tiramius?
pytorch and tensorflow have irs probably too mxnet apahce tvm and mxnet. Huh glow? https://discuss.tvm.apache.org/t/google-lasted-work-mlir-primer/1721/3 polyhedral
The deep learning compiler a comprehensive survey xla ngraph TC
Julia has its own thing going on probably tvm mlir
egraphs useful for finding BIG patterns ad tapinade - low level imlet
Automatic Differentiation Handbook.
Systematically Differentiating Parametric Discontinuities - gilbert
A simple differentiable programming language - Abadi and plotkin