// RUN: mlir-opt %s | mlir-opt | FileCheck %s // RUN: mlir-opt %s --mlir-print-op-generic | mlir-opt | FileCheck %s // CHECK-DAG: #[[$BASE_MAP1:map[0-9]*]] = affine_map<(d0)[s0] -> (d0 + s0)> // CHECK-DAG: #[[$SUBVIEW_MAP1:map[0-9]*]] = affine_map<(d0)[s0, s1] -> (d0 * s1 + s0)> // CHECK-DAG: #[[$SUBVIEW_MAP11:map[0-9]*]] = affine_map<() -> (4)> // CHECK-DAG: #[[$SUBVIEW_MAP12:map[0-9]*]] = affine_map<()[s0] -> (s0)> // CHECK-LABEL: func @memref_subview(%arg0 func.func @memref_subview(%arg0 : index, %arg1 : index, %arg2 : index) { // CHECK-DAG: %[[c0:.*]] = arith.constant 0 : index // CHECK-DAG: %[[c1:.*]] = arith.constant 1 : index %c0 = arith.constant 0 : index %c1 = arith.constant 1 : index %0 = memref.alloc() : memref<8x16x4xf32, strided<[64, 4, 1], offset: 0>> // CHECK: subview %{{.*}}[%[[c0]], %[[c0]], %[[c0]]] [%{{.*}}, %{{.*}}, %{{.*}}] [%[[c1]], %[[c1]], %[[c1]]] : // CHECK-SAME: memref<8x16x4xf32, strided<[64, 4, 1]>> // CHECK-SAME: to memref> %1 = memref.subview %0[%c0, %c0, %c0][%arg0, %arg1, %arg2][%c1, %c1, %c1] : memref<8x16x4xf32, strided<[64, 4, 1], offset: 0>> to memref> %2 = memref.alloc()[%arg2] : memref<64xf32, affine_map<(d0)[s0] -> (d0 + s0)>> // CHECK: memref.subview %{{.*}}[%[[c1]]] [%{{.*}}] [%[[c1]]] : // CHECK-SAME: memref<64xf32, #[[$BASE_MAP1]]> // CHECK-SAME: to memref %3 = memref.subview %2[%c1][%arg0][%c1] : memref<64xf32, affine_map<(d0)[s0] -> (d0 + s0)>> to memref (d0 * s1 + s0)>> %4 = memref.alloc() : memref<64x22xf32, strided<[22, 1]>> // CHECK: memref.subview %{{.*}}[%[[c0]], %[[c1]]] [%{{.*}}, %{{.*}}] [%[[c1]], %[[c0]]] : // CHECK-SAME: memref<64x22xf32, strided<[22, 1]>> // CHECK-SAME: to memref> %5 = memref.subview %4[%c0, %c1][%arg0, %arg1][%c1, %c0] : memref<64x22xf32, strided<[22, 1], offset: 0>> to memref> // CHECK: memref.subview %{{.*}}[0, 2, 0] [4, 4, 4] [1, 1, 1] : // CHECK-SAME: memref<8x16x4xf32, strided<[64, 4, 1]>> // CHECK-SAME: to memref<4x4x4xf32, strided<[64, 4, 1], offset: 8>> %6 = memref.subview %0[0, 2, 0][4, 4, 4][1, 1, 1] : memref<8x16x4xf32, strided<[64, 4, 1], offset: 0>> to memref<4x4x4xf32, strided<[64, 4, 1], offset: 8>> %7 = memref.alloc(%arg1, %arg2) : memref // CHECK: memref.subview {{%.*}}[0, 0] [4, 4] [1, 1] : // CHECK-SAME: memref // CHECK-SAME: to memref<4x4xf32, strided<[?, 1], offset: ?>> %8 = memref.subview %7[0, 0][4, 4][1, 1] : memref to memref<4x4xf32, strided<[?, 1], offset: ?>> %9 = memref.alloc() : memref<16x4xf32> // CHECK: memref.subview {{%.*}}[{{%.*}}, {{%.*}}] [4, 4] [{{%.*}}, {{%.*}}] : // CHECK-SAME: memref<16x4xf32> // CHECK-SAME: to memref<4x4xf32, strided<[?, ?], offset: ?>> %10 = memref.subview %9[%arg1, %arg1][4, 4][%arg2, %arg2] : memref<16x4xf32> to memref<4x4xf32, strided<[?, ?], offset: ?>> // CHECK: memref.subview {{%.*}}[{{%.*}}, {{%.*}}] [4, 4] [2, 2] : // CHECK-SAME: memref<16x4xf32> // CHECK-SAME: to memref<4x4xf32, strided<[8, 2], offset: ?>> %11 = memref.subview %9[%arg1, %arg2][4, 4][2, 2] : memref<16x4xf32> to memref<4x4xf32, strided<[8, 2], offset: ?>> %12 = memref.alloc() : memref<1x9x1x4x1xf32, strided<[36, 36, 4, 4, 1]>> // CHECK: memref.subview // CHECK-SAME: [1, 9, 1, 4, 1] // CHECK-SAME: memref<1x9x1x4x1xf32, strided<[36, 36, 4, 4, 1]>> to memref<9x4xf32, strided<[?, ?], offset: ?>> %13 = memref.subview %12[%arg1, %arg1, %arg1, %arg1, %arg1][1, 9, 1, 4, 1][%arg2, %arg2, %arg2, %arg2, %arg2] : memref<1x9x1x4x1xf32, strided<[36, 36, 4, 4, 1], offset: 0>> to memref<9x4xf32, strided<[?, ?], offset: ?>> // CHECK: memref.subview // CHECK-SAME: [1, 9, 1, 4, 1] // CHECK-SAME: memref<1x9x1x4x1xf32, strided<[36, 36, 4, 4, 1]>> to memref<1x9x4xf32, strided<[?, ?, ?], offset: ?>> %14 = memref.subview %12[%arg1, %arg1, %arg1, %arg1, %arg1][1, 9, 1, 4, 1][%arg2, %arg2, %arg2, %arg2, %arg2] : memref<1x9x1x4x1xf32, strided<[36, 36, 4, 4, 1], offset: 0>> to memref<1x9x4xf32, strided<[?, ?, ?], offset: ?>> %15 = memref.alloc(%arg1, %arg2)[%c0, %c1, %arg1, %arg0, %arg0, %arg2, %arg2] : memref<1x?x5x1x?x1xf32, strided<[?, ?, ?, ?, ?, ?], offset: ?>> // CHECK: memref.subview %{{.*}}[0, 0, 0, 0, 0, 0] [1, %{{.*}}, 5, 1, %{{.*}}, 1] [1, 1, 1, 1, 1, 1] : // CHECK-SAME: memref<1x?x5x1x?x1xf32, strided<[?, ?, ?, ?, ?, ?], offset: ?>> to memref> %16 = memref.subview %15[0, 0, 0, 0, 0, 0][1, %arg1, 5, 1, %arg2, 1][1, 1, 1, 1, 1, 1] : memref<1x?x5x1x?x1xf32, strided<[?, ?, ?, ?, ?, ?], offset: ?>> to memref> // CHECK: memref.subview %{{.*}}[%{{.*}}, %{{.*}}, %{{.*}}, %{{.*}}, %{{.*}}, %{{.*}}] [1, %{{.*}}, 5, 1, %{{.*}}, 1] [1, 1, 1, 1, 1, 1] : // CHECK-SAME: memref<1x?x5x1x?x1xf32, strided<[?, ?, ?, ?, ?, ?], offset: ?>> to memref> %17 = memref.subview %15[%arg1, %arg1, %arg1, %arg1, %arg1, %arg1][1, %arg1, 5, 1, %arg2, 1][1, 1, 1, 1, 1, 1] : memref<1x?x5x1x?x1xf32, strided<[?, ?, ?, ?, ?, ?], offset: ?>> to memref> %18 = memref.alloc() : memref<1x8xf32> // CHECK: memref.subview %{{.*}}[0, 0] [1, 8] [1, 1] : memref<1x8xf32> to memref<8xf32> %19 = memref.subview %18[0, 0][1, 8][1, 1] : memref<1x8xf32> to memref<8xf32> %20 = memref.alloc() : memref<8x16x4xf32> // CHECK: memref.subview %{{.*}}[0, 0, 0] [1, 16, 4] [1, 1, 1] : memref<8x16x4xf32> to memref<16x4xf32> %21 = memref.subview %20[0, 0, 0][1, 16, 4][1, 1, 1] : memref<8x16x4xf32> to memref<16x4xf32> %22 = memref.subview %20[3, 4, 2][1, 6, 3][1, 1, 1] : memref<8x16x4xf32> to memref<6x3xf32, strided<[4, 1], offset: 210>> %23 = memref.alloc() : memref %78 = memref.subview %23[] [] [] : memref to memref /// Subview with only leading operands. %24 = memref.alloc() : memref<5x3xf32> // CHECK: memref.subview %{{.*}}[2, 0] [3, 3] [1, 1] : memref<5x3xf32> to memref<3x3xf32, strided<[3, 1], offset: 6>> %25 = memref.subview %24[2, 0][3, 3][1, 1]: memref<5x3xf32> to memref<3x3xf32, strided<[3, 1], offset: 6>> /// Rank-reducing subview with only leading operands. // CHECK: memref.subview %{{.*}}[1, 0] [1, 3] [1, 1] : memref<5x3xf32> to memref<3xf32, strided<[1], offset: 3>> %26 = memref.subview %24[1, 0][1, 3][1, 1]: memref<5x3xf32> to memref<3xf32, strided<[1], offset: 3>> // Corner-case of 0-D rank-reducing subview with an offset. // CHECK: memref.subview %{{.*}}[1, 1] [1, 1] [1, 1] : memref<5x3xf32> to memref %27 = memref.subview %24[1, 1] [1, 1] [1, 1] : memref<5x3xf32> to memref (4)>> // CHECK: memref.subview %{{.*}}[%{{.*}}, 1] [1, 1] [1, 1] : memref<5x3xf32> to memref %28 = memref.subview %24[%arg0, 1] [1, 1] [1, 1] : memref<5x3xf32> to memref (s0)>> // CHECK: memref.subview %{{.*}}[0, %{{.*}}] [%{{.*}}, 1] [1, 1] : memref to memref %a30 = memref.alloc(%arg0, %arg0) : memref %30 = memref.subview %a30[0, %arg1][%arg2, 1][1, 1] : memref to memref (d0 * s1 + s0)>> %c8 = arith.constant 8 : index %a40 = memref.alloc() : memref<16x16xf32> // CHECK: memref.subview %40 = memref.subview %a40[%c8, 8][8, 8][1, 1] : memref<16x16xf32> to memref<8x8xf32, affine_map<(d0, d1)[s0] -> (d0 * 16 + d1 + s0)>> return }