[Mlir-commits] [mlir] [mlir][scf] fuse `tensor.pack` as consumer (PR #103715)

Han-Chung Wang llvmlistbot at llvm.org
Thu Aug 15 14:38:39 PDT 2024


================
@@ -246,6 +246,97 @@ struct PackOpTiling
       return failure();
     return tilingResult.value();
   }
+
+  /// Method to return the position of iteration domain tile computed by the
+  /// tiled operation. In current `tensor.pack` context, the `resultOffsets` and
+  /// `resultSizes` only cover outer dimensions.
+  LogicalResult getIterationDomainTileFromOperandTile(
+      Operation *op, OpBuilder &b, unsigned operandNumber,
+      ArrayRef<OpFoldResult> offsets, ArrayRef<OpFoldResult> sizes,
+      SmallVectorImpl<OpFoldResult> &resultOffsets,
+      SmallVectorImpl<OpFoldResult> &resultSizes) const {
+    auto packOp = cast<PackOp>(op);
+    Location loc = packOp.getLoc();
+
+    SmallVector<OpFoldResult> outerDimOffsets, outerDimSizes;
+    DenseMap<int64_t, OpFoldResult> dimAndTileMapping =
+        packOp.getDimAndTileMapping();
+    for (auto dim : packOp.getOuterDimsPerm()) {
+      if (dimAndTileMapping.count(dim)) {
+        FailureOr<int64_t> cstSize =
+            ValueBoundsConstraintSet::computeConstantBound(
+                presburger::BoundType::UB, sizes[dim],
+                /*stopCondition=*/nullptr, /*closedUB=*/true);
+        std::optional<int64_t> cstInnerSize =
+            getConstantIntValue(dimAndTileMapping[dim]);
+        // Currently only expect perfect tiling cases.
+        if (failed(cstSize) || !cstInnerSize || *cstSize % *cstInnerSize != 0) {
+          return failure();
+        }
----------------
hanhanW wrote:

Why do we have the constraint? I thought that it can be supported by just adding padding_value?

https://github.com/llvm/llvm-project/pull/103715


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