fusion-2-level.mlir
3.03 KB
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// RUN: mlir-opt %s -linalg-fusion | FileCheck %s
func @f1(%A: memref<?x?xf32, offset: ?, strides: [?, 1]>, %B: memref<?x?xf32, offset: ?, strides: [?, 1]>, %C: memref<?x?xf32, offset: ?, strides: [?, 1]>, %D: memref<?x?xf32, offset: ?, strides: [?, 1]>, %E: memref<?x?xf32, offset: ?, strides: [?, 1]>) -> memref<?x?xf32, offset: ?, strides: [?, 1]> {
%c1 = constant 1 : index
%c0 = constant 0 : index
%c4 = constant 4 : index
%c3 = constant 3 : index
%c2 = constant 2 : index
%c40 = constant 40 : index
%c30 = constant 30 : index
%c20 = constant 20 : index
%0 = dim %C, %c0 : memref<?x?xf32, offset: ?, strides: [?, 1]>
%1 = dim %C, %c1 : memref<?x?xf32, offset: ?, strides: [?, 1]>
%2 = dim %D, %c1 : memref<?x?xf32, offset: ?, strides: [?, 1]>
linalg.matmul ins(%A, %B: memref<?x?xf32, offset: ?, strides: [?, 1]>, memref<?x?xf32, offset: ?, strides: [?, 1]>)
outs(%C: memref<?x?xf32, offset: ?, strides: [?, 1]>)
scf.for %arg5 = %c0 to %0 step %c20 {
scf.for %arg6 = %c0 to %2 step %c30 {
scf.for %arg7 = %c0 to %1 step %c40 {
%5 = std.subview %C[%arg5, %arg7][%c20, %c40][%c1, %c1] : memref<?x?xf32, offset: ?, strides: [?, 1]> to memref<?x?xf32, offset: ?, strides: [?, ?]>
%7 = std.subview %D[%arg7, %arg6][%c40, %c30][%c1, %c1]: memref<?x?xf32, offset: ?, strides: [?, 1]> to memref<?x?xf32, offset: ?, strides: [?, ?]>
%8 = std.subview %E[%arg5, %arg6][%c20, %c40][%c1, %c1] : memref<?x?xf32, offset: ?, strides: [?, 1]> to memref<?x?xf32, offset: ?, strides: [?, ?]>
%9 = dim %5, %c0 : memref<?x?xf32, offset: ?, strides: [?, ?]>
%10 = dim %5, %c1 : memref<?x?xf32, offset: ?, strides: [?, ?]>
%11 = dim %7, %c1 : memref<?x?xf32, offset: ?, strides: [?, ?]>
scf.for %arg8 = %c0 to %9 step %c2 {
scf.for %arg9 = %c0 to %11 step %c3 {
scf.for %arg10 = %c0 to %10 step %c4 {
%14 = std.subview %5[%arg8, %arg10][%c2, %c4][%c1, %c1] : memref<?x?xf32, offset: ?, strides: [?, ?]> to memref<?x?xf32, offset: ?, strides: [?, ?]>
%16 = std.subview %7[%arg10, %arg9][%c4, %c3][%c1, %c1]: memref<?x?xf32, offset: ?, strides: [?, ?]> to memref<?x?xf32, offset: ?, strides: [?, ?]>
%17 = std.subview %8[%arg8, %arg9][%c2, %c4][%c1, %c1] : memref<?x?xf32, offset: ?, strides: [?, ?]> to memref<?x?xf32, offset: ?, strides: [?, ?]>
linalg.matmul ins(%14, %16: memref<?x?xf32, offset: ?, strides: [?, ?]>, memref<?x?xf32, offset: ?, strides: [?, ?]>)
outs(%17: memref<?x?xf32, offset: ?, strides: [?, ?]>)
}
}
}
}
}
}
return %E : memref<?x?xf32, offset: ?, strides: [?, 1]>
}
// CHECK-LABEL: func @f1
// CHECK: (%[[A:.*]]:{{.*}}, %[[B:.*]]:{{.*}}, %[[C:.*]]:{{.*}}, %[[D:.*]]:{{.*}}, %[[E:.*]]:{{.*}})
// CHECK: scf.for
// CHECK: scf.for
// CHECK: scf.for
// CHECK: scf.for
// CHECK: scf.for
// CHECK: scf.for
// CHECK: linalg.matmul
// CHECK: linalg.matmul