[Mlir-commits] [mlir] [mlir][linalg][conv] Flatten the channel dimension when vectorizing (PR #71918)

[Nicolas Vasilache]

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@@ -2959,6 +3131,39 @@ struct Conv1DGenerator
     return rewriter.create<arith::AddIOp>(loc, mul, res);
   }
 
+  /// Lower lhs{n, w * c} * rhs{c} -> res{n, w * c} to MulAcc
+  Value depthwiseConv1dFlatSliceAsMulAcc(RewriterBase &rewriter, Location loc,
+                                         Value lhs, Value rhs, Value res) {
+    auto rhsTy = rhs.getType().cast<ShapedType>();
+    auto resTy = res.getType().cast<ShapedType>();
+
+    lhs = promote(rewriter, loc, lhs, resTy);
+
+    auto rhsSize = rhs.getType().cast<VectorType>().getShape()[0];
+    auto resSize = res.getType().cast<VectorType>().getShape()[1];
+
+    SmallVector<int64_t, 16> indicies;
+    for (int i = 0; i < resSize / rhsSize; ++i) {
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nicolasvasilache wrote:

plz add some assert for no-remainder to defensively avoid dropping values

https://github.com/llvm/llvm-project/pull/71918