[Mlir-commits] [mlir] [OpenMP][MLIR] Add omp.canonical_loop operation, !omp.cli type, omp.new_cli operation (PR #71712)
Kiran Chandramohan
llvmlistbot at llvm.org
Fri Nov 10 03:23:10 PST 2023
================
@@ -405,6 +405,170 @@ def SingleOp : OpenMP_Op<"single", [AttrSizedOperandSegments]> {
let hasVerifier = 1;
}
+//===---------------------------------------------------------------------===//
+// OpenMP Canonical Loop Info Type
+//===---------------------------------------------------------------------===//
+
+def CanonicalLoopInfoType : OpenMP_Type<"CanonicalLoopInfo", "cli"> {
+ let summary = "Type for representing a reference to a canonical loop";
+ let description = [{
+ A variable of type CanonicalLoopInfo refers to an OpenMP-compatible
+ canonical loop in the same function. Variables of this type are not
+ available at runtime and therefore cannot be used by the program itself,
+ i.e. an opaque type. It is similar to the transform dialect's
+ `!transform.interface` type, but instead of implementing an interface
+ for each transformation, the OpenMP dialect itself defines possible
+ operations on this type.
+
+ A CanonicalLoopInfo variable can
+
+ 1. passed to omp.canonical_loop to assiciate the loop to that variable
+ 2. passed to omp operations that take a CanonicalLoopInfo argument,
+ such as `omp.unroll`.
+
+ A CanonicalLoopInfo variable can not
+
+ 1. be returned from a function,
+ 2. passed to operations that are not specifically designed to take a
+ CanonicalLoopInfo, including AnyType.
+
+ A CanonicalLoopInfo variable directly corresponds to an object of
+ OpenMPIRBuilder's CanonicalLoopInfo struct when lowering to LLVM-IR.
+ }];
+}
+
+//===---------------------------------------------------------------------===//
+// OpenMP Canonical Loop Info Operation
+//===---------------------------------------------------------------------===//
+
+def NewCliOp : OpenMP_Op<"new_cli"> {
+ let summary = "Create a new Canonical Loop Info value.";
+ let description = [{
+ Create a new CLI that can be passed as an argument to a CanonicalLoopOp
+ and to loop transformation operations to handle dependencies between
+ loop transformation operations.
+ }];
+ let results = (outs CanonicalLoopInfoType:$result);
+ let assemblyFormat = [{
+ attr-dict `:` type($result)
+ }];
+}
+
+
+//===---------------------------------------------------------------------===//
+// OpenMP Canonical Loop Operation
+//===---------------------------------------------------------------------===//
+def CanonicalLoopOp : OpenMP_Op<"canonical_loop", [SingleBlockImplicitTerminator<"omp::YieldOp">]> {
+ let summary = "OpenMP Canonical Loop Operation";
+ let description = [{
+ All loops that conform to OpenMP's definition of a canonical loop can be
+ simplified to a CanonicalLoopOp. In particular, there are no loop-carried
+ variables and the number of iterations it will execute is know before the
+ operation. This allows e.g. to determine the number of threads and chunks
+ the iterations space is split into before executing any iteration. More
+ restrictions may apply in cases such as (collapsed) loop nests, doacross
+ loops, etc.
+
+ The induction variable is always of the same type as the tripcount argument.
+ Since it can never be negative, tripcount is always interpreted as an
+ unsigned integer. It is the caller's responsbility to ensure the tripcount
+ is not negative when its interpretation is signed, i.e.
+ `%tripcount = max(0,%tripcount)`.
+
+ In contrast to other loop operations such as `scf.for`, the number of
+ iterations is determined by only a single variable, the trip-count. The
+ induction variable value is the logical iteration number of that iteration,
+ which OpenMP defines to be between 0 and the trip-count (exclusive).
+ Loop representation having lower-bound, upper-bound, and step-size operands,
+ require passes to do more work than necessary, including handling special
+ cases such as upper-bound smaller than lower-bound, upper-bound equal to
+ the integer type's maximal value, negative step size, etc. This complexity
+ is better only handled once by the front-end and can apply its semantics
+ for such cases while still being able to represent any kind of loop, which
+ kind of the point of a mid-end intermediate representation. User-defined
+ types such as random-access iterators in C++ could not directly be
+ represented anyway.
+
+ An optional argument to a omp.canonical_loop that can be passed in
+ is a CanonicalLoopInfo variale that can be used to refer to the canonical
+ loop to apply transformations -- such as tiling, unrolling, or
+ work-sharing -- to the loop, similar to the transform dialect but
+ with OpenMP-specific semantics.
+
+ A CanonicalLoopOp can be lowered to LLVM-IR using OpenMPIRBuilder's
+ createCanonicalLoop method.
+
+ #### Examples
+
+ Translation from lower-bound, upper-bount, step-size to trip-count.
+ ```c
+ for (int i = 3; i < 42; i+=2) {
+ B[i] = A[i];
+ }
+ ```
+
+ ```mlir
+ %lb = arith.constant 3 : i32
+ %ub = arith.constant 42 : i32
+ %step = arith.constant 2 : i32
+ %range = arith.sub %ub, %lb : i32
+ %tc = arith.div %range, %step : i32
+ omp.canonical_loop %iv : i32 in [0, %tc) {
+ %offset = arith.mul %iv, %step : i32
+ %i = arith.add %offset, %lb : i32
+ %a = load %arrA[%i] : memref<?xf32>
+ store %a, %arrB[%i] : memref<?xf32>
+ }
+ ```
+
+ Nested canonical loop with transformation.
+ ```mlir
+ %outer = omp.new_cli : !omp.cli
+ %inner = omp.new_cli : !omp.cli
+ %outer,%inner = omp.canonical_loop %iv1 : i32 in [0, %tripcount), %outer : !omp.cli{
+ %inner = omp.canonical_loop %iv2 : i32 in [0, %tc), %inner : !omp.cli {
+ %a = load %arrA[%iv1, %iv2] : memref<?x?xf32>
+ store %a, %arrB[%iv1, %iv2] : memref<?x?xf32>
+ }
+ }
+ omp.tile(%outer, %inner : !omp.cli, !omp.cli)
+ ```
+
+ Nested canonical loop with other constructs. The `omp.distribute`
+ operation has not been added yet, so this is suggested use with other
+ constructs.
+ ```mlir
+ omp.target {
+ omp.teams {
+ omp.distribute {
+ %outer = omp.new_cli : !omp.cli
+ %inner = omp.new_cli : !omp.cli
+ omp.canonical_loop %iv1 : i32 in [0, %tripcount), %outer : !omp.cli {
+ %inner = omp.canonical_loop %iv2 : i32 in [0, %tc), %inner : !omp.cli {
----------------
kiranchandramohan wrote:
```suggestion
omp.canonical_loop %iv2 : i32 in [0, %tc), %inner : !omp.cli {
```
https://github.com/llvm/llvm-project/pull/71712
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