| // RUN: toyc-ch6 %s -emit=mlir-affine 2>&1 | FileCheck %s |
| // RUN: toyc-ch6 %s -emit=mlir-affine -opt 2>&1 | FileCheck %s --check-prefix=OPT |
| |
| func @main() { |
| %0 = toy.constant dense<[[1.000000e+00, 2.000000e+00, 3.000000e+00], [4.000000e+00, 5.000000e+00, 6.000000e+00]]> : tensor<2x3xf64> |
| %2 = toy.transpose(%0 : tensor<2x3xf64>) to tensor<3x2xf64> |
| %3 = toy.mul %2, %2 : tensor<3x2xf64> |
| toy.print %3 : tensor<3x2xf64> |
| toy.return |
| } |
| |
| // CHECK-LABEL: func @main() |
| // CHECK: [[VAL_0:%.*]] = constant 1.000000e+00 : f64 |
| // CHECK: [[VAL_1:%.*]] = constant 2.000000e+00 : f64 |
| // CHECK: [[VAL_2:%.*]] = constant 3.000000e+00 : f64 |
| // CHECK: [[VAL_3:%.*]] = constant 4.000000e+00 : f64 |
| // CHECK: [[VAL_4:%.*]] = constant 5.000000e+00 : f64 |
| // CHECK: [[VAL_5:%.*]] = constant 6.000000e+00 : f64 |
| // CHECK: [[VAL_6:%.*]] = alloc() : memref<3x2xf64> |
| // CHECK: [[VAL_7:%.*]] = alloc() : memref<3x2xf64> |
| // CHECK: [[VAL_8:%.*]] = alloc() : memref<2x3xf64> |
| // CHECK: affine.store [[VAL_0]], [[VAL_8]][0, 0] : memref<2x3xf64> |
| // CHECK: affine.store [[VAL_1]], [[VAL_8]][0, 1] : memref<2x3xf64> |
| // CHECK: affine.store [[VAL_2]], [[VAL_8]][0, 2] : memref<2x3xf64> |
| // CHECK: affine.store [[VAL_3]], [[VAL_8]][1, 0] : memref<2x3xf64> |
| // CHECK: affine.store [[VAL_4]], [[VAL_8]][1, 1] : memref<2x3xf64> |
| // CHECK: affine.store [[VAL_5]], [[VAL_8]][1, 2] : memref<2x3xf64> |
| // CHECK: affine.for [[VAL_9:%.*]] = 0 to 3 { |
| // CHECK: affine.for [[VAL_10:%.*]] = 0 to 2 { |
| // CHECK: [[VAL_11:%.*]] = affine.load [[VAL_8]]{{\[}}[[VAL_10]], [[VAL_9]]] : memref<2x3xf64> |
| // CHECK: affine.store [[VAL_11]], [[VAL_7]]{{\[}}[[VAL_9]], [[VAL_10]]] : memref<3x2xf64> |
| // CHECK: affine.for [[VAL_12:%.*]] = 0 to 3 { |
| // CHECK: affine.for [[VAL_13:%.*]] = 0 to 2 { |
| // CHECK: [[VAL_14:%.*]] = affine.load [[VAL_7]]{{\[}}[[VAL_12]], [[VAL_13]]] : memref<3x2xf64> |
| // CHECK: [[VAL_15:%.*]] = affine.load [[VAL_7]]{{\[}}[[VAL_12]], [[VAL_13]]] : memref<3x2xf64> |
| // CHECK: [[VAL_16:%.*]] = mulf [[VAL_14]], [[VAL_15]] : f64 |
| // CHECK: affine.store [[VAL_16]], [[VAL_6]]{{\[}}[[VAL_12]], [[VAL_13]]] : memref<3x2xf64> |
| // CHECK: toy.print [[VAL_6]] : memref<3x2xf64> |
| // CHECK: dealloc [[VAL_8]] : memref<2x3xf64> |
| // CHECK: dealloc [[VAL_7]] : memref<3x2xf64> |
| // CHECK: dealloc [[VAL_6]] : memref<3x2xf64> |
| |
| // OPT-LABEL: func @main() |
| // OPT: [[VAL_0:%.*]] = constant 1.000000e+00 : f64 |
| // OPT: [[VAL_1:%.*]] = constant 2.000000e+00 : f64 |
| // OPT: [[VAL_2:%.*]] = constant 3.000000e+00 : f64 |
| // OPT: [[VAL_3:%.*]] = constant 4.000000e+00 : f64 |
| // OPT: [[VAL_4:%.*]] = constant 5.000000e+00 : f64 |
| // OPT: [[VAL_5:%.*]] = constant 6.000000e+00 : f64 |
| // OPT: [[VAL_6:%.*]] = alloc() : memref<3x2xf64> |
| // OPT: [[VAL_7:%.*]] = alloc() : memref<2x3xf64> |
| // OPT: affine.store [[VAL_0]], [[VAL_7]][0, 0] : memref<2x3xf64> |
| // OPT: affine.store [[VAL_1]], [[VAL_7]][0, 1] : memref<2x3xf64> |
| // OPT: affine.store [[VAL_2]], [[VAL_7]][0, 2] : memref<2x3xf64> |
| // OPT: affine.store [[VAL_3]], [[VAL_7]][1, 0] : memref<2x3xf64> |
| // OPT: affine.store [[VAL_4]], [[VAL_7]][1, 1] : memref<2x3xf64> |
| // OPT: affine.store [[VAL_5]], [[VAL_7]][1, 2] : memref<2x3xf64> |
| // OPT: affine.for [[VAL_8:%.*]] = 0 to 3 { |
| // OPT: affine.for [[VAL_9:%.*]] = 0 to 2 { |
| // OPT: [[VAL_10:%.*]] = affine.load [[VAL_7]]{{\[}}[[VAL_9]], [[VAL_8]]] : memref<2x3xf64> |
| // OPT: [[VAL_11:%.*]] = mulf [[VAL_10]], [[VAL_10]] : f64 |
| // OPT: affine.store [[VAL_11]], [[VAL_6]]{{\[}}[[VAL_8]], [[VAL_9]]] : memref<3x2xf64> |
| // OPT: toy.print [[VAL_6]] : memref<3x2xf64> |
| // OPT: dealloc [[VAL_7]] : memref<2x3xf64> |
| // OPT: dealloc [[VAL_6]] : memref<3x2xf64> |
