torch-mlir/lib/Dialect/CMakeLists.txt

add_subdirectory(ATen)
add_subdirectory(Basicpy)
add_subdirectory(Numpy)
add_subdirectory(RefBackend)
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] Split out RefBackend (refback) dialect from TCP. This is the first in a patch series that is refactoring the constellation of things variously called or associated with "E2E", "RefE2E", "npcomprt", and "TCP" into a more cleanly layered result. Concretely, this first patch fixes the fact that TCP was basically acting like a dumping ground needed by the reference backend. This splits it out, which is fairly mechanical, but touches a lot of lines of code (basically replacing `tcp` with `refback` and `TCP` with `RefBackend). Now, the RefBackend dialect is that dumping ground, which is slighly better, as it starts allowing TCP to become a nice clean middle layer that is not related per se to the reference backend. The previous name RefE2E or "reference e2e flow" was super confusing. Now that we are seeing more clearly where the "backend" distinction lies, the [RefBackend] commit tag is born :) 2020-10-07 06:44:18 +08:00			`add_subdirectory(RefBackend)`
[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)`