History

Yi Zhang e0ff5248fb Add TorchList type and prim::ListConstruct #218		2021-06-10 14:31:35 -07:00
..
README.md	Rename tests to match the code they test	2021-02-25 13:31:33 -08:00
debug-info.py	Properly model "derefinement".	2021-03-03 15:09:44 -08:00
elif.py	Properly model "derefinement".	2021-03-03 15:09:44 -08:00
errors.py	Properly model "derefinement".	2021-03-03 15:09:44 -08:00
function-derefine.py	Add basic MLP's to the e2e curriculum.	2021-04-27 12:18:54 -07:00
if.py	Significantly restructure torch/aten import design.	2021-05-19 13:37:39 -07:00
list.py	Add TorchList type and prim::ListConstruct #218	2021-06-10 14:31:35 -07:00
loop.py	Significantly restructure torch/aten import design.	2021-05-19 13:37:39 -07:00
prim.py	Add TorchList type and prim::ListConstruct #218	2021-06-10 14:31:35 -07:00
tuple.py	Introduce `!torch.tensor` / `!torch.vtensor` types.	2021-06-10 10:56:48 -07:00
types-bool.py	Properly model "derefinement".	2021-03-03 15:09:44 -08:00
types-none.py	Properly model "derefinement".	2021-03-03 15:09:44 -08:00

README.md

node_import

Most of the tests in this directory test the importing of TorchScript torch::jit::Graph's.

However, TorchScript graphs don't really correspond directly to anything on the MLIR side. They are a weird combination of a context, builder, and function and just holds a torch::jit::Block. It is torch::jit::Node and torch::jit::Block which form the recursive structure analogous to MLIR's operation/region/block.

torch::jit::Node == mlir::Operation,
torch::jit::Block == mlir::Region containing single mlir::Block

Hence the name of this directory and the corresponding code in node_importer.h/cpp.