[Mlir-commits] [mlir] [MLIR][LLVM] Add Continuous Loop Peeling transform to SCF (PR #71555)
llvmlistbot at llvm.org
llvmlistbot at llvm.org
Wed Nov 15 03:14:26 PST 2023
================
@@ -105,6 +106,168 @@ static void specializeForLoopForUnrolling(ForOp op) {
op.erase();
}
+static LogicalResult splitLoopHelper(RewriterBase &b, scf::ForOp &forOp,
+ scf::ForOp &partialIteration,
+ Value &splitBound) {
+ RewriterBase::InsertionGuard guard(b);
+ auto lbInt = getConstantIntValue(forOp.getLowerBound());
+ auto ubInt = getConstantIntValue(forOp.getUpperBound());
+ auto stepInt = getConstantIntValue(forOp.getStep());
+
+ // No specialization necessary if step already divides upper bound evenly.
+ if (lbInt && ubInt && stepInt && (*ubInt - *lbInt) % *stepInt == 0)
+ return failure();
+ // No specialization necessary if step size is 1.
+ if (stepInt == static_cast<int64_t>(1))
+ return failure();
+
+ // Create ForOp for partial iteration.
+ b.setInsertionPointAfter(forOp);
+ partialIteration = cast<scf::ForOp>(b.clone(*forOp.getOperation()));
+ partialIteration.getLowerBoundMutable().assign(splitBound);
+ forOp.replaceAllUsesWith(partialIteration->getResults());
+ partialIteration.getInitArgsMutable().assign(forOp->getResults());
+
+ // Set new upper loop bound.
+ b.updateRootInPlace(
+ forOp, [&]() { forOp.getUpperBoundMutable().assign(splitBound); });
+
+ return success();
+}
+
+static scf::IfOp convertSingleIterFor(RewriterBase &b, scf::ForOp &forOp) {
+ Location loc = forOp->getLoc();
+ IRMapping mapping;
+ mapping.map(forOp.getInductionVar(), forOp.getLowerBound());
+ for (auto [arg, operand] :
+ llvm::zip(forOp.getRegionIterArgs(), forOp.getInitsMutable())) {
+ mapping.map(arg, operand.get());
+ }
+ b.setInsertionPoint(forOp);
+ auto cond =
+ b.create<arith::CmpIOp>(loc, arith::CmpIPredicate::slt,
+ forOp.getLowerBound(), forOp.getUpperBound());
+ auto ifOp = b.create<scf::IfOp>(loc, forOp->getResultTypes(), cond, true);
+ // then branch
+ b.setInsertionPointToStart(ifOp.thenBlock());
+ for (Operation &op : forOp.getBody()->getOperations()) {
+ b.clone(op, mapping);
+ }
+ // else branch
+ b.setInsertionPointToStart(ifOp.elseBlock());
+ if (!forOp->getResultTypes().empty()) {
+ b.create<scf::YieldOp>(loc, forOp.getInits());
+ }
+ b.replaceOp(forOp, ifOp->getResults());
+ return ifOp;
+}
+
+/// Rewrite a for loop with bounds/step that potentially do not divide the
+/// iteration space evenly into a chain of for loops where the step is a
+/// power of 2 and decreases exponentially across subsequent loops. Helps
+/// divide the iteration space across all resulting peeled loops evenly.
+///
+/// Optionally, convert all single iteration for loops to if-else
+/// blocks when convert_single_iter_loops_to_if attribute is set to true or
+/// alternatively with the convert-single-iter-loops-to-if option for the
+/// scf-for-loop-continuous-peeling pass.
+static LogicalResult continuousPeelForLoop(RewriterBase &b, ForOp forOp,
+ ForOp &partialIteration,
+ bool convertSingleIterLoopsToIf) {
+
+ scf::ForOp currentLoop;
+ auto lbInt = getConstantIntValue(forOp.getLowerBound());
+ auto stepInt = getConstantIntValue(forOp.getStep());
+
+ // Step size must be a known positive constant greater than 1.
+ if (stepInt && stepInt <= static_cast<int64_t>(1))
----------------
muneebkhan85 wrote:
Yes, thats correct, but stepInt should be checked against 1. As is the case for peelForLoop, this transform is also not to be applied when step is 1 or 0. Latest changes look as follows
```
// Step size must be a known positive constant greater than 1.
if (!stepInt || stepInt <= static_cast<int64_t>(1))
return failure();
```
https://github.com/llvm/llvm-project/pull/71555
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