Use the "main" transform-interpreter pass instead of the test pass.
This, along with the previously introduced debug extension, now allow
tutorials to no longer depend on test passes and extensions.
Introduce a new extension for simple print-debugging of the transform
dialect scripts. The initial version of this extension consists of two
ops that are printing the payload objects associated with transform
dialect values. Similar ops were already available in the test extenion
and several downstream projects, and were extensively used for testing.
Replace (in tests and docs):
%forall, %tiled = transform.structured.tile_using_forall
with (updated order of return handles):
%tiled, %forall = transform.structured.tile_using_forall
Similar change is applied to (in the TD tutorial):
transform.structured.fuse_into_containing_op
This update makes sure that the tests/documentation are consistent with
the Op specifications. Follow-up for #67320 which updated the order of
the return handles for `tile_using_forall`.
Buffer deallocation pipeline previously was incorrect when applied to
functions. It has since been fixed. Make sure it is exercised in the
tutorial to avoid leaking allocations.
Rename and restructure tiling-related transform ops from the structured
extension to be more homogeneous. In particular, all ops now follow a
consistent naming scheme:
- `transform.structured.tile_using_for`;
- `transform.structured.tile_using_forall`;
- `transform.structured.tile_reduction_using_for`;
- `transform.structured.tile_reduction_using_forall`.
This drops the "_op" naming artifact from `tile_to_forall_op` that
shouldn't have been included in the first place, consistently specifies
the name of the control flow op to be produced for loops (instead of
`tile_reduction_using_scf` since `scf.forall` also belongs to `scf`),
and opts for the `using` connector to avoid ambiguity.
The loops produced by tiling are now systematically placed as *trailing*
results of the transform op. While this required changing 3 out of 4 ops
(except for `tile_using_for`), this is the only choice that makes sense
when producing multiple `scf.for` ops that can be associated with a
variadic number of handles. This choice is also most consistent with
*other* transform ops from the structured extension, in particular with
fusion ops, that produce the structured op as the leading result and the
loop as the trailing result.
This chapter demonstrates how one can replicate Halide DSL
transformations using transform dialect operations transforming payload
expressed using Linalg. This was a part of the live tutorial presented
at EuroLLVM 2023.
The transform dialect has been around for a while and is sufficiently
stable at this point. Add the first three chapters of the tutorial
describing its usage and extension.
Reviewed By: springerm
Differential Revision: https://reviews.llvm.org/D151491
