[Mlir-commits] [mlir] [mlir][Linalg] Add a pattern to fold concats of fill. (PR #98995)
llvmlistbot at llvm.org
llvmlistbot at llvm.org
Wed Jul 17 10:18:33 PDT 2024
================
@@ -1096,3 +1096,30 @@ func.func @transpose_transpose_fold(%input: tensor<5x4x3xf32>,
func.return %transpose2 : tensor<3x4x5xf32>
}
+
+// -----
+
+func.func @concats_of_fill(
+ %arg0 : index, %arg1 : index, %arg2 : index, %arg3 : index)
+ -> tensor<5x?x?xf32>
+{
+ %cst0 = arith.constant 0.0 : f32
+ %cst1 = arith.constant 0.0 : f32
+ %0 = tensor.empty(%arg0, %arg1) : tensor<5x?x?xf32>
+ %1 = linalg.fill ins(%cst0 : f32) outs(%0 : tensor<5x?x?xf32>) -> tensor<5x?x?xf32>
+ %2 = tensor.empty(%arg2, %arg3) : tensor<5x?x?xf32>
+ %3 = linalg.fill ins(%cst1 : f32) outs(%2 : tensor<5x?x?xf32>) -> tensor<5x?x?xf32>
+ %4 = tensor.concat dim(1) %1, %3 : (tensor<5x?x?xf32>, tensor<5x?x?xf32>) -> tensor<5x?x?xf32>
+ return %4 : tensor<5x?x?xf32>
+}
+// CHECK: func @concats_of_fill(
+// CHECK-SAME: %[[ARG0:[a-zA-Z0-9]+]]: index,
+// CHECK-SAME: %[[ARG1:[a-zA-Z0-9]+]]: index,
+// CHECK-SAME: %[[ARG2:[a-zA-Z0-9]+]]: index,
+// CHECK-SAME: %[[ARG3:[a-zA-Z0-9]+]]: index)
+// CHECK-DAG: %[[CST:.+]] = arith.constant 0.0
+// CHECK-DAG: %[[EMPTY0:.+]] = tensor.empty(%[[ARG0]], %[[ARG1]])
+// CHECK-DAG: %[[EMPTY1:.+]] = tensor.empty(%[[ARG2]], %[[ARG3]])
+// CHECK: %[[CONCAT:.+]] = tensor.concat dim(1) %[[EMPTY0]], %[[EMPTY1]]
----------------
MaheshRavishankar wrote:
I dont think so. This is checking the whole sequence of ops including what is returned. Seems like a pretty tight test to me, but I might not be understanding your point.
https://github.com/llvm/llvm-project/pull/98995
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