| // RUN: mlir-opt %s -convert-linalg-to-loops -convert-linalg-to-llvm -convert-std-to-llvm | \ |
| // RUN: mlir-cpu-runner -e main -entry-point-result=void \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_runner_utils%shlibext \ |
| // RUN: | FileCheck %s |
| |
| // RUN: mlir-opt %s -linalg-tile="linalg-tile-sizes=0,0,5,5,5" -convert-linalg-to-loops \ |
| // RUN: -convert-linalg-to-llvm -convert-std-to-llvm | \ |
| // RUN: mlir-cpu-runner -e main -entry-point-result=void \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_runner_utils%shlibext \ |
| // RUN: | FileCheck %s |
| |
| // RUN: mlir-opt %s -linalg-tile="linalg-tile-sizes=1,1,1,1,1" -test-conv-vectorization \ |
| // RUN: -convert-linalg-to-loops -test-vector-contraction-conversion=vector-outerproduct=0 \ |
| // RUN: -convert-vector-to-scf -convert-linalg-to-llvm | \ |
| // RUN: mlir-cpu-runner -e main -entry-point-result=void \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_runner_utils%shlibext \ |
| // RUN: | FileCheck %s |
| |
| // RUN: mlir-opt %s -linalg-tile="linalg-tile-sizes=0,0,5,5,5" -linalg-tile="linalg-tile-sizes=1,1,1,1,1" \ |
| // RUN: -test-conv-vectorization -convert-linalg-to-loops \ |
| // RUN: -test-vector-contraction-conversion=vector-outerproduct=0 \ |
| // RUN: -convert-vector-to-scf -convert-linalg-to-llvm | \ |
| // RUN: mlir-cpu-runner -e main -entry-point-result=void \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_runner_utils%shlibext \ |
| // RUN: | FileCheck %s |
| |
| func @print_memref_f32(memref<*xf32>) |
| |
| // Creates and returns 5-D buffer of size (%s1, %s2, %s3, %s4, %s5) filled with the value %f |
| func @alloc_5d_filled_f32(%s1 : index, %s2 : index, %s3 : index, %s4 : index, %s5 : index, %f : f32) -> memref<?x?x?x?x?xf32> { |
| %buf = alloc(%s1, %s2, %s3, %s4, %s5) : memref<?x?x?x?x?xf32> |
| linalg.fill(%buf, %f) : memref<?x?x?x?x?xf32>, f32 |
| return %buf : memref<?x?x?x?x?xf32> |
| } |
| |
| func @conv_3d_ncdhw(%arg0: memref<?x?x?x?x?xf32>, %arg1: memref<?x?x?x?x?xf32>, %arg2: memref<?x?x?x?x?xf32>) { |
| linalg.conv_3d_ncdhw %arg0, %arg1, %arg2 : (memref<?x?x?x?x?xf32>, memref<?x?x?x?x?xf32>, memref<?x?x?x?x?xf32>) |
| return |
| } |
| |
| func @main() { |
| %c0 = constant 0 : index |
| %c1 = constant 1 : index |
| %c3 = constant 3 : index |
| %c6 = constant 6 : index |
| %c8 = constant 8 : index |
| %f10 = constant 10.00000e+00 : f32 |
| %val = constant 2.00000e+00 : f32 |
| %zero = constant 0.00000e+00 : f32 |
| |
| %filter3D_ncdhw = call @alloc_5d_filled_f32(%c1, %c1, %c3, %c3, %c3, %val) : (index, index, index, index, index, f32) -> (memref<?x?x?x?x?xf32>) |
| %in3D_ncdhw = call @alloc_5d_filled_f32(%c1, %c1, %c8, %c8, %c8, %val) : (index, index, index, index, index, f32) -> (memref<?x?x?x?x?xf32>) |
| %out3D_ncdhw = call @alloc_5d_filled_f32(%c1, %c1, %c6, %c6, %c6, %zero) : (index, index, index, index, index, f32) -> (memref<?x?x?x?x?xf32>) |
| |
| store %f10, %in3D_ncdhw[%c0, %c0, %c0, %c0, %c3] : memref<?x?x?x?x?xf32> |
| call @conv_3d_ncdhw(%in3D_ncdhw, %filter3D_ncdhw, %out3D_ncdhw) : (memref<?x?x?x?x?xf32>, memref<?x?x?x?x?xf32>, memref<?x?x?x?x?xf32>) -> () |
| %out3D_ncdhw_ = memref_cast %out3D_ncdhw : memref<?x?x?x?x?xf32> to memref<*xf32> |
| call @print_memref_f32(%out3D_ncdhw_): (memref<*xf32>) -> () |
| |
| dealloc %filter3D_ncdhw : memref<?x?x?x?x?xf32> |
| dealloc %in3D_ncdhw : memref<?x?x?x?x?xf32> |
| dealloc %out3D_ncdhw : memref<?x?x?x?x?xf32> |
| return |
| } |
| |
| // CHECK: Unranked Memref {{.*}} |
| // CHECK-NEXT: [ |
| // CHECK-SAME: [ |
| // CHECK-SAME: [ |
| // CHECK-SAME: [ |
| // CHECK-SAME: [108, 124, 124, 124, 108, 108], |
| // CHECK-COUNT-5: [108, 108, 108, 108, 108, 108] |
| // CHECK-SAME: ], |
| // CHECK-NEXT: [ |
| // CHECK-COUNT-6: [108, 108, 108, 108, 108, 108] |
| // CHECK-SAME: ], |
| // CHECK-NEXT: [ |
| // CHECK-COUNT-6: [108, 108, 108, 108, 108, 108] |
| // CHECK-SAME: ], |
| // CHECK-NEXT: [ |
| // CHECK-COUNT-6: [108, 108, 108, 108, 108, 108] |
| // CHECK-SAME: ], |
| // CHECK-NEXT: [ |
| // CHECK-COUNT-6: [108, 108, 108, 108, 108, 108] |
| // CHECK-SAME: ], |
| // CHECK-NEXT: [ |
| // CHECK-COUNT-6: [108, 108, 108, 108, 108, 108] |
| // CHECK-SAME: ] |
| // CHECK-SAME: ] |
| // CHECK-SAME: ] |
| // CHECK-SAME: ] |