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
|
// RUN: mlir-opt %s -test-transform-dialect-erase-schedule -convert-linalg-to-loops -convert-scf-to-cf -convert-linalg-to-llvm -expand-strided-metadata -lower-affine -convert-arith-to-llvm -convert-scf-to-cf --finalize-memref-to-llvm -convert-func-to-llvm -reconcile-unrealized-casts | \
// RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_runner_utils \
// RUN: | FileCheck %s
// RUN: mlir-opt %s -test-transform-dialect-interpreter -test-transform-dialect-erase-schedule -convert-linalg-to-loops -convert-scf-to-cf \
// RUN: -convert-linalg-to-llvm -expand-strided-metadata -lower-affine -convert-arith-to-llvm -convert-scf-to-cf --finalize-memref-to-llvm -convert-func-to-llvm -reconcile-unrealized-casts | \
// RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_runner_utils \
// RUN: | FileCheck %s
func.func private @printMemrefF32(memref<*xf32>)
// Creates and returns a 1-D buffer of size %s1 filled with the value %f
func.func @alloc_1d_filled_f32(%s1 : index, %f : f32) -> memref<?xf32> {
%buf = memref.alloc(%s1) : memref<?xf32>
linalg.fill ins(%f : f32) outs(%buf : memref<?xf32>)
return %buf : memref<?xf32>
}
func.func @conv_1d(%arg0: memref<?xf32>, %arg1: memref<?xf32>, %arg2: memref<?xf32>) {
linalg.conv_1d ins (%arg0, %arg1: memref<?xf32>, memref<?xf32>)
outs (%arg2: memref<?xf32>)
return
}
transform.sequence failures(propagate) {
^bb0(%arg1: !transform.any_op):
%0 = transform.structured.match ops{["linalg.conv_1d"]} in %arg1 : (!transform.any_op) -> !transform.any_op
%1, %loop = transform.structured.tile %0 [4] : (!transform.any_op) -> (!transform.any_op, !transform.any_op)
}
func.func @main() {
%c3 = arith.constant 3 : index
%c6 = arith.constant 6 : index
%c8 = arith.constant 8 : index
%f10 = arith.constant 10.00000e+00 : f32
%val = arith.constant 2.00000e+00 : f32
%zero = arith.constant 0.00000e+00 : f32
%filter1D = call @alloc_1d_filled_f32(%c3, %val) : (index, f32) -> (memref<?xf32>)
%in1D = call @alloc_1d_filled_f32(%c8, %val) : (index, f32) -> (memref<?xf32>)
%out1D = call @alloc_1d_filled_f32(%c6, %zero) : (index, f32) -> (memref<?xf32>)
memref.store %f10, %in1D[%c3] : memref<?xf32>
call @conv_1d(%in1D, %filter1D, %out1D) : (memref<?xf32>, memref<?xf32>, memref<?xf32>) -> ()
%out1D_ = memref.cast %out1D : memref<?xf32> to memref<*xf32>
call @printMemrefF32(%out1D_): (memref<*xf32>) -> ()
memref.dealloc %filter1D : memref<?xf32>
memref.dealloc %in1D : memref<?xf32>
memref.dealloc %out1D : memref<?xf32>
return
}
// CHECK: Unranked Memref {{.*}}
// CHECK-NEXT: [12, 28, 28, 28, 12, 12]
|
