torch-mlir

History

Sean Silva f5dfa02523 Add `aten.mm` to linalg lowering. This is our first op with error semantics, and stresses the system. There are a few design notes of special interest: - RefineTypes.cpp's note about shape inference in the presence of code that dynamically produces and error, and it is provable statically. - ATenToLinalg.cpp's notes about future automation of the ATen->linalg path. - The notes in Passes.td about using low-tech `std.assert` ops instead of `shape.assuming`. Note: Doesn't work on IREE yet due to the `std.assert` op (needs to be lowered to `vm.fail` on the IREE side).	2021-04-16 12:03:31 -07:00
..
ATenToLinalg.h	Add `aten.mm` to linalg lowering.	2021-04-16 12:03:31 -07:00

Sean Silva f5dfa02523 Add `aten.mm` to linalg lowering.

This is our first op with error semantics, and stresses the system.

There are a few design notes of special interest:
- RefineTypes.cpp's note about shape inference in the presence of code
  that dynamically produces and error, and it is provable statically.
- ATenToLinalg.cpp's notes about future automation of the ATen->linalg
  path.
- The notes in Passes.td about using low-tech `std.assert` ops instead
  of `shape.assuming`.

Note: Doesn't work on IREE yet due to the `std.assert` op (needs to be
lowered to `vm.fail` on the IREE side).

2021-04-16 12:03:31 -07:00

ATenToLinalg.h

Add `aten.mm` to linalg lowering.

2021-04-16 12:03:31 -07:00