1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
|
// RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,finalize-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e print_0d -entry-point-result=void -shared-libs=%mlir_runner_utils -shared-libs=%mlir_c_runner_utils | FileCheck %s --check-prefix=PRINT-0D
// RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,finalize-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e print_1d -entry-point-result=void -shared-libs=%mlir_runner_utils -shared-libs=%mlir_c_runner_utils | FileCheck %s --check-prefix=PRINT-1D
// RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,finalize-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e print_3d -entry-point-result=void -shared-libs=%mlir_runner_utils -shared-libs=%mlir_c_runner_utils | FileCheck %s --check-prefix=PRINT-3D
// RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,finalize-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e vector_splat_2d -entry-point-result=void -shared-libs=%mlir_runner_utils -shared-libs=%mlir_c_runner_utils | FileCheck %s --check-prefix=PRINT-VECTOR-SPLAT-2D
func.func @print_0d() {
%f = arith.constant 2.00000e+00 : f32
%A = memref.alloc() : memref<f32>
memref.store %f, %A[]: memref<f32>
%U = memref.cast %A : memref<f32> to memref<*xf32>
call @printMemrefF32(%U): (memref<*xf32>) -> ()
memref.dealloc %A : memref<f32>
return
}
// PRINT-0D: Unranked Memref base@ = {{.*}} rank = 0 offset = 0 sizes = [] strides = [] data =
// PRINT-0D: [2]
func.func @print_1d() {
%f = arith.constant 2.00000e+00 : f32
%A = memref.alloc() : memref<16xf32>
%B = memref.cast %A: memref<16xf32> to memref<?xf32>
linalg.fill ins(%f : f32) outs(%B : memref<?xf32>)
%U = memref.cast %B : memref<?xf32> to memref<*xf32>
call @printMemrefF32(%U): (memref<*xf32>) -> ()
memref.dealloc %A : memref<16xf32>
return
}
// PRINT-1D: Unranked Memref base@ = {{.*}} rank = 1 offset = 0 sizes = [16] strides = [1] data =
// PRINT-1D-NEXT: [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]
func.func @print_3d() {
%f = arith.constant 2.00000e+00 : f32
%f4 = arith.constant 4.00000e+00 : f32
%A = memref.alloc() : memref<3x4x5xf32>
%B = memref.cast %A: memref<3x4x5xf32> to memref<?x?x?xf32>
linalg.fill ins(%f : f32) outs(%B : memref<?x?x?xf32>)
%c2 = arith.constant 2 : index
memref.store %f4, %B[%c2, %c2, %c2]: memref<?x?x?xf32>
%U = memref.cast %B : memref<?x?x?xf32> to memref<*xf32>
call @printMemrefF32(%U): (memref<*xf32>) -> ()
memref.dealloc %A : memref<3x4x5xf32>
return
}
// PRINT-3D: Unranked Memref base@ = {{.*}} rank = 3 offset = 0 sizes = [3, 4, 5] strides = [20, 5, 1] data =
// PRINT-3D-COUNT-4: {{.*[[:space:]].*}}2, 2, 2, 2, 2
// PRINT-3D-COUNT-4: {{.*[[:space:]].*}}2, 2, 2, 2, 2
// PRINT-3D-COUNT-2: {{.*[[:space:]].*}}2, 2, 2, 2, 2
// PRINT-3D-NEXT: 2, 2, 4, 2, 2
// PRINT-3D-NEXT: 2, 2, 2, 2, 2
func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface }
!vector_type_C = vector<4x4xf32>
!matrix_type_CC = memref<1x1x!vector_type_C>
func.func @vector_splat_2d() {
%c0 = arith.constant 0 : index
%f10 = arith.constant 10.0 : f32
%vf10 = vector.splat %f10: !vector_type_C
%C = memref.alloc() : !matrix_type_CC
memref.store %vf10, %C[%c0, %c0]: !matrix_type_CC
%CC = memref.cast %C: !matrix_type_CC to memref<?x?x!vector_type_C>
call @printMemrefVector4x4xf32(%CC): (memref<?x?x!vector_type_C>) -> ()
memref.dealloc %C : !matrix_type_CC
return
}
// PRINT-VECTOR-SPLAT-2D: Memref base@ = {{.*}} rank = 2 offset = 0 sizes = [1, 1] strides = [1, 1] data =
// PRINT-VECTOR-SPLAT-2D-NEXT: [((10, 10, 10, 10), (10, 10, 10, 10), (10, 10, 10, 10), (10, 10, 10, 10))]
func.func private @printMemrefVector4x4xf32(memref<?x?x!vector_type_C>) attributes { llvm.emit_c_interface }
|
