| // RUN: mlir-opt %s -test-linalg-transform-patterns=test-matmul-to-vector-patterns-tile-1d | FileCheck %s -check-prefix=CHECK-1D |
| // RUN: mlir-opt %s -test-linalg-transform-patterns=test-matmul-to-vector-patterns-tile-2d | FileCheck %s -check-prefix=CHECK-2D |
| |
| func @matmul(%A: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>, |
| %B: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>, |
| %C: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>) { |
| linalg.matmul {__internal_linalg_transform__ = "START"} |
| ins(%A, %B: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>, |
| memref<1584x1584xf32, offset: 0, strides: [1584, 1]>) |
| outs(%C: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>) |
| return |
| } |
| |
| // CHECK-1D-LABEL:func @matmul |
| // CHECK-1D: vector.transfer_write {{.*}} : vector<8x16xf32>, memref<8x16xf32> |
| // CHECK-1D: vector.transfer_write {{.*}} : vector<16x12xf32>, memref<16x12xf32> |
| // CHECK-1D: vector.transfer_write {{.*}} : vector<8x12xf32>, memref<8x12xf32> |
| // |
| // CHECK-1D: vector.transfer_read {{.*}} : memref<8x16xf32, #{{.*}}>, vector<8x16xf32> |
| // CHECK-1D: vector.transfer_write {{.*}} : vector<8x16xf32>, memref<8x16xf32, #{{.*}}> |
| // CHECK-1D: vector.transfer_read {{.*}} : memref<16x12xf32, #{{.*}}>, vector<16x12xf32> |
| // CHECK-1D: vector.transfer_write {{.*}} : vector<16x12xf32>, memref<16x12xf32, #{{.*}}> |
| // CHECK-1D: vector.transfer_read {{.*}} : memref<8x12xf32, #{{.*}}>, vector<8x12xf32> |
| // CHECK-1D: vector.transfer_write {{.*}} : vector<8x12xf32>, memref<8x12xf32, #{{.*}}> |
| // |
| // CHECK-1D: vector.contract |
| // CHECK-1D-SAME: iterator_types = ["parallel", "parallel", "reduction"] |
| // CHECK-1D-SAME: : vector<8x16xf32>, vector<16x12xf32> into vector<8x12xf32> |
| // |
| // CHECK-1D: vector.transfer_read {{.*}} : memref<8x12xf32, #{{.*}}>, vector<8x12xf32> |
| // CHECK-1D: vector.transfer_write {{.*}} : vector<8x12xf32>, memref<8x12xf32, #{{.*}}> |
| |
| // CHECK-2D-LABEL:func @matmul |
| // CHECK-2D: vector.transfer_write {{.*}} : vector<8x16xf32>, memref<8x16xf32> |
| // CHECK-2D: vector.transfer_write {{.*}} : vector<16x12xf32>, memref<16x12xf32> |
| // CHECK-2D: vector.transfer_write {{.*}} : vector<8x12xf32>, memref<8x12xf32> |
| // |
| // CHECK-2D: linalg.copy |
| // CHECK-2D: linalg.copy |
| // CHECK-2D: linalg.copy |
| // |
| // CHECK-2D: vector.contract |
| // CHECK-2D-SAME: iterator_types = ["parallel", "parallel", "reduction"] |
| // CHECK-2D-SAME: : vector<8x16xf32>, vector<16x12xf32> into vector<8x12xf32> |
| // |
| // CHECK-2D: linalg.copy |
