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1// RUN: mlir-opt %s -test-transform-dialect-erase-schedule -convert-linalg-to-loops -convert-scf-to-cf -expand-strided-metadata -lower-affine -convert-arith-to-llvm -convert-scf-to-cf --finalize-memref-to-llvm -convert-func-to-llvm -convert-cf-to-llvm -reconcile-unrealized-casts | \2// RUN: mlir-runner -e main -entry-point-result=void \3// RUN: -shared-libs=%mlir_runner_utils \4// RUN: | FileCheck %s5 6// RUN: mlir-opt %s -transform-interpreter -test-transform-dialect-erase-schedule -convert-linalg-to-loops -convert-scf-to-cf \7// RUN: -expand-strided-metadata -lower-affine -convert-arith-to-llvm -convert-scf-to-cf --finalize-memref-to-llvm -convert-func-to-llvm -convert-cf-to-llvm -reconcile-unrealized-casts | \8// RUN: mlir-runner -e main -entry-point-result=void \9// RUN: -shared-libs=%mlir_runner_utils \10// RUN: | FileCheck %s11 12func.func private @printMemrefF32(memref<*xf32>)13 14// Creates and returns a 1-D buffer of size %s1 filled with the value %f15func.func @alloc_1d_filled_f32(%s1 : index, %f : f32) -> memref<?xf32> {16 %buf = memref.alloc(%s1) : memref<?xf32>17 linalg.fill ins(%f : f32) outs(%buf : memref<?xf32>)18 return %buf : memref<?xf32>19}20 21func.func @conv_1d(%arg0: memref<?xf32>, %arg1: memref<?xf32>, %arg2: memref<?xf32>) {22 linalg.conv_1d ins (%arg0, %arg1: memref<?xf32>, memref<?xf32>)23 outs (%arg2: memref<?xf32>)24 return25}26 27module attributes {transform.with_named_sequence} {28 transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {29 %0 = transform.structured.match ops{["linalg.conv_1d"]} in %arg1 : (!transform.any_op) -> !transform.any_op30 %1, %loop = transform.structured.tile_using_for %0 tile_sizes [4] : (!transform.any_op) -> (!transform.any_op, !transform.any_op)31 transform.yield32 }33}34 35func.func @main() {36 %c3 = arith.constant 3 : index37 %c6 = arith.constant 6 : index38 %c8 = arith.constant 8 : index39 %f10 = arith.constant 10.00000e+00 : f3240 %val = arith.constant 2.00000e+00 : f3241 %zero = arith.constant 0.00000e+00 : f3242 43 %filter1D = call @alloc_1d_filled_f32(%c3, %val) : (index, f32) -> (memref<?xf32>)44 %in1D = call @alloc_1d_filled_f32(%c8, %val) : (index, f32) -> (memref<?xf32>)45 %out1D = call @alloc_1d_filled_f32(%c6, %zero) : (index, f32) -> (memref<?xf32>)46 47 memref.store %f10, %in1D[%c3] : memref<?xf32>48 call @conv_1d(%in1D, %filter1D, %out1D) : (memref<?xf32>, memref<?xf32>, memref<?xf32>) -> ()49 %out1D_ = memref.cast %out1D : memref<?xf32> to memref<*xf32>50 call @printMemrefF32(%out1D_): (memref<*xf32>) -> ()51 52 memref.dealloc %filter1D : memref<?xf32>53 memref.dealloc %in1D : memref<?xf32>54 memref.dealloc %out1D : memref<?xf32>55 return56}57 58// CHECK: Unranked Memref {{.*}}59// CHECK-NEXT: [12, 28, 28, 28, 12, 12]60