torch-mlir/lib/Dialect/CMakeLists.txt

add_subdirectory(ATen)
add_subdirectory(Basicpy)
add_subdirectory(Numpy)
add_subdirectory(Refback)
add_subdirectory(Refbackrt)
add_subdirectory(TCF)
add_subdirectory(TCP)
add_subdirectory(Torch)
Add ATen Dialect (#16) This patch adds a dialect intended to be used as a frontend dialect to facilitate lowering from "A Tensor Library" in torch/pytorch. This patch includes several passes that are useful in conjuction with the dialect: --aten-layer-name: Generates layer names for each operation, which are not present in the original pytorch. --aten-to-std: Lower the ATen dialect into standard dialect function calls. --return-elimination-pass: convert functions (primarily the toplevel function) to pass return values by reference. This simplifies pytorch integration. --aten-op-report: generate a textual report about the model --liveness-report Future patches will implement actual integration with the pytorch jit to intercept and generates MLIR in this dialect, then lower the resulting MLIR into function calls through aten-layer-name -> aten-to-std -> return-elimination -> std-to-llvm. The result would then jitted using the LLVM jit, linked against a runtime library which makes calls back into pytorch to implement all the layers. Co-authored-by: Jeff Fifield <jeff.fifield@xilinx.com> Co-authored-by: Jeff Fifield <jeff.fifield@xilinx.com> 2020-08-13 10:28:04 +08:00			`add_subdirectory(ATen)`
Create skeleton for 'Basicpy' dialect. * It is time to start adding more python mechanisms. * Running into this for materializing slice() objects. 2020-05-05 08:48:02 +08:00			`add_subdirectory(Basicpy)`
Add stub numpy dialect. 2020-04-27 08:20:58 +08:00			`add_subdirectory(Numpy)`
[RefBackend] Rename RefBackend dialect to Refback I now realize that VerboseCamelCase is not the best choice for dialect directory/file names and C++ identifiers (take e.g. "Linalg", "Basicpy", etc. as prior art here; not LinearAlgebra or BasicPython). If I had to name the convention it seems to be "Shortword" (or of course just acronym dialects like LLVM, SCF, etc.). This rename also has the side benefit of differentiating RefBackend directories, which now refer to the actual backend itself, from Refback/Refbackrt, which are the dialects which happen to be used by that backend. 2020-10-08 08:30:10 +08:00			`add_subdirectory(Refback)`
[RefBackend] Rename Npcomprt dialect to Refbackrt. 2020-10-08 08:12:52 +08:00			`add_subdirectory(Refbackrt)`
Initial TCF/TCP E2E seed. Very much WIP. This is enough to get tcf.add down to approximately the "linalg.generic on buffers" level of abstraction. (but there are nuances) 2020-05-07 09:41:54 +08:00			`add_subdirectory(TCF)`
			`add_subdirectory(TCP)`
Add boilerplate for Torch dialect. 2020-09-29 03:02:35 +08:00			`add_subdirectory(Torch)`