[Mlir-commits] [mlir] [mlir][linalg] Extend elementwise (PR #124661)
Rolf Morel
llvmlistbot at llvm.org
Mon Feb 3 07:10:39 PST 2025
================
@@ -3611,5 +3620,260 @@ Speculation::Speculatability MatmulOp::getSpeculatability() {
return getGenericSpeculatabilityImpl(cast<LinalgOp>(getOperation()));
}
+//===----------------------------------------------------------------------===//
+// ElementwiseOp
+//===----------------------------------------------------------------------===//
+//
+namespace {
+
+struct NAryCategoryAndFn {
+ // The enum category class {Unary, Binary, Ternary, ..}
+ ElementwiseNAryCategory category;
+
+ union NAryFn {
+ UnaryFn unaryFn;
+ BinaryFn binaryFn;
+ TernaryFn ternaryFn;
+ } fn;
+
+ ::llvm::StringRef stringifyCategory() {
+ return stringifyElementwiseNAryCategory(category);
+ }
+
+ ::llvm::StringRef stringifyFn() {
+ switch (category) {
+ case ElementwiseNAryCategory::Unary:
+ return stringifyUnaryFn(fn.unaryFn);
+ case ElementwiseNAryCategory::Binary:
+ return stringifyBinaryFn(fn.binaryFn);
+ case ElementwiseNAryCategory::Ternary:
+ return stringifyTernaryFn(fn.ternaryFn);
+ }
+ llvm_unreachable("unknown-fn");
+ }
+};
+
+unsigned getArityFromCategory(ElementwiseNAryCategory category) {
+ switch (category) {
+ case ElementwiseNAryCategory::Unary:
+ return 1;
+ case ElementwiseNAryCategory::Binary:
+ return 2;
+ case ElementwiseNAryCategory::Ternary:
+ return 3;
+ }
+ llvm_unreachable("unhandled category");
+}
+} // namespace
+
+static NAryCategoryAndFn getNAryCategoryAndFn(ElementwiseFn fn) {
+ constexpr int lastUnary = static_cast<int>(ElementwiseFnLimits::LastUnary);
+ constexpr int lastBinary = static_cast<int>(ElementwiseFnLimits::LastBinary);
+ constexpr int lastTernary =
+ static_cast<int>(ElementwiseFnLimits::LastTernary);
+
+ int val = static_cast<int>(fn);
+ NAryCategoryAndFn result;
+
+ if (val < lastUnary) {
+ result.category = ElementwiseNAryCategory::Unary;
+ result.fn.unaryFn = static_cast<UnaryFn>(val);
+ return result;
+ }
+ if (val < lastBinary) {
+ result.category = ElementwiseNAryCategory::Binary;
+ result.fn.binaryFn = static_cast<BinaryFn>(val - lastUnary);
+ return result;
+ }
+ if (val >= lastTernary) {
+ llvm_unreachable("unhandled ElementwiseFn");
+ }
+ result.category = ElementwiseNAryCategory::Ternary;
+ result.fn.ternaryFn = static_cast<TernaryFn>(val - lastBinary);
+ return result;
+}
+
+unsigned ElementwiseOp::getResultRank() {
+ auto output = getDpsInitOperand(0)->get();
+ auto shapedType = llvm::cast<ShapedType>(output.getType());
+ return shapedType.getRank();
+}
+
+SmallVector<utils::IteratorType> ElementwiseOp::getIteratorTypesArray() {
+ auto rank = getResultRank();
+ return SmallVector<utils::IteratorType>(rank, utils::IteratorType::parallel);
+}
+
+SmallVector<AffineMap>
+ElementwiseOp::getDefaultIndexingMaps(unsigned numMaps, unsigned numDims,
----------------
rolfmorel wrote:
nit: consistent arg names w.r.t. declaration
https://github.com/llvm/llvm-project/pull/124661
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