llvm-project/mlir/examples/toy/Ch7
River Riddle 015192c634 [mlir:DialectConversion] Restructure how argument/target materializations get invoked
The current implementation invokes materializations
whenever an input operand does not have a mapping for the
desired type, i.e. it requires materialization at the earliest possible
point. This conflicts with goal of dialect conversion (and also the
current documentation) which states that a materialization is only
required if the materialization is supposed to persist after the
conversion process has finished.

This revision refactors this such that whenever a target
materialization "might" be necessary, we insert an
unrealized_conversion_cast to act as a temporary materialization.
This allows for deferring the invocation of the user
materialization hooks until the end of the conversion process,
where we actually have a better sense if it's actually
necessary. This has several benefits:

* In some cases a target materialization hook is no longer
   necessary
When performing a full conversion, there are some situations
where a temporary materialization is necessary. Moving forward,
these users won't need to provide any target materializations,
as the temporary materializations do not require the user to
provide materialization hooks.

* getRemappedValue can now handle values that haven't been
   converted yet
Before this commit, it wasn't well supported to get the remapped
value of a value that hadn't been converted yet (making it
difficult/impossible to convert multiple operations in many
situations). This commit updates getRemappedValue to properly
handle this case by inserting temporary materializations when
necessary.

Another code-health related benefit is that with this change we
can move a majority of the complexity related to materializations
to the end of the conversion process, instead of handling adhoc
while conversion is happening.

Differential Revision: https://reviews.llvm.org/D111620
2021-10-27 02:09:04 +00:00
..
include [mlir] Generare .cpp.inc files for dialects. 2021-06-29 20:10:30 +00:00
mlir [mlir:DialectConversion] Restructure how argument/target materializations get invoked 2021-10-27 02:09:04 +00:00
parser [MLIR] Fix several misc issues in in Toy tutorial 2020-05-11 16:56:47 -07:00
CMakeLists.txt [mlir] factor memref-to-llvm lowering out of std-to-llvm 2021-07-09 14:49:52 +02:00
toyc.cpp [MLIR][NFC] Rename MemRefDataFlow -> AffineScalarReplacement 2021-06-14 17:52:53 +05:30