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| 1 | +// RUN: mlir-opt %s \ |
| 2 | +// RUN: -func-bufferize -arith-bufferize --canonicalize \ |
| 3 | +// RUN: -convert-vector-to-scf -convert-scf-to-cf -convert-vector-to-llvm -finalize-memref-to-llvm\ |
| 4 | +// RUN: -convert-func-to-llvm -reconcile-unrealized-casts |\ |
| 5 | +// RUN: mlir-cpu-runner \ |
| 6 | +// RUN: -e entry -entry-point-result=void \ |
| 7 | +// RUN: -shared-libs=%mlir_c_runner_utils,%mlir_runner_utils |\ |
| 8 | +// RUN: FileCheck %s |
| 9 | + |
| 10 | +module { |
| 11 | + func.func private @verifyMemRefI8(%a : tensor<*xi8>, %b : tensor<*xi8>) -> i64 attributes { llvm.emit_c_interface } |
| 12 | + func.func private @verifyMemRefI16(%a : tensor<*xi16>, %b : tensor<*xi16>) -> i64 attributes { llvm.emit_c_interface } |
| 13 | + func.func private @verifyMemRefI32(%a : tensor<*xi32>, %b : tensor<*xi32>) -> i64 attributes { llvm.emit_c_interface } |
| 14 | + func.func private @verifyMemRefI64(%a : tensor<*xi64>, %b : tensor<*xi64>) -> i64 attributes { llvm.emit_c_interface } |
| 15 | + func.func private @verifyMemRefBF16(%a : tensor<*xbf16>, %b : tensor<*xbf16>) -> i64 attributes { llvm.emit_c_interface } |
| 16 | + func.func private @verifyMemRefF16(%a : tensor<*xf16>, %b : tensor<*xf16>) -> i64 attributes { llvm.emit_c_interface } |
| 17 | + func.func private @verifyMemRefF32(%a : tensor<*xf32>, %b : tensor<*xf32>) -> i64 attributes { llvm.emit_c_interface } |
| 18 | + func.func private @verifyMemRefF64(%a : tensor<*xf64>, %b : tensor<*xf64>) -> i64 attributes { llvm.emit_c_interface } |
| 19 | + func.func private @verifyMemRefC32(%a : tensor<*xcomplex<f32>>, %b : tensor<*xcomplex<f32>>) -> i64 attributes { llvm.emit_c_interface } |
| 20 | + func.func private @verifyMemRefC64(%a : tensor<*xcomplex<f64>>, %b : tensor<*xcomplex<f64>>) -> i64 attributes { llvm.emit_c_interface } |
| 21 | + func.func private @verifyMemRefInd(%a : tensor<*xindex>, %b : tensor<*xindex>) -> i64 attributes { llvm.emit_c_interface } |
| 22 | + |
| 23 | + func.func @entry() { |
| 24 | + %i8 = arith.constant dense<90> : tensor<3x3xi8> |
| 25 | + %i16 = arith.constant dense<1> : tensor<3x3xi16> |
| 26 | + %i32 = arith.constant dense<2> : tensor<3x3xi32> |
| 27 | + %i64 = arith.constant dense<3> : tensor<3x3xi64> |
| 28 | + %f16 = arith.constant dense<1.5> : tensor<3x3xf16> |
| 29 | + %bf16 = arith.constant dense<2.5> : tensor<3x3xbf16> |
| 30 | + %f32 = arith.constant dense<3.5> : tensor<3x3xf32> |
| 31 | + %f64 = arith.constant dense<4.5> : tensor<3x3xf64> |
| 32 | + %c32 = arith.constant dense<(1.000000e+01,5.000000e+00)> : tensor<3x3xcomplex<f32>> |
| 33 | + %c64 = arith.constant dense<(2.000000e+01,5.000000e+00)> : tensor<3x3xcomplex<f64>> |
| 34 | + %ind = arith.constant dense<4> : tensor<3x3xindex> |
| 35 | + |
| 36 | + %1 = tensor.cast %i8 : tensor<3x3xi8> to tensor<*xi8> |
| 37 | + %2 = tensor.cast %i16 : tensor<3x3xi16> to tensor<*xi16> |
| 38 | + %3 = tensor.cast %i32 : tensor<3x3xi32> to tensor<*xi32> |
| 39 | + %4 = tensor.cast %i64 : tensor<3x3xi64> to tensor<*xi64> |
| 40 | + %5 = tensor.cast %f16 : tensor<3x3xf16> to tensor<*xf16> |
| 41 | + %6 = tensor.cast %bf16 : tensor<3x3xbf16> to tensor<*xbf16> |
| 42 | + %7 = tensor.cast %f32 : tensor<3x3xf32> to tensor<*xf32> |
| 43 | + %8 = tensor.cast %f64 : tensor<3x3xf64> to tensor<*xf64> |
| 44 | + %9 = tensor.cast %c32 : tensor<3x3xcomplex<f32>> to tensor<*xcomplex<f32>> |
| 45 | + %10 = tensor.cast %c64 : tensor<3x3xcomplex<f64>> to tensor<*xcomplex<f64>> |
| 46 | + %11 = tensor.cast %ind : tensor<3x3xindex> to tensor<*xindex> |
| 47 | + |
| 48 | + // |
| 49 | + // Ensure that verifyMemRef could detect equal memrefs. |
| 50 | + // |
| 51 | + // CHECK: 0 |
| 52 | + %res0 = call @verifyMemRefI8(%1, %1) : (tensor<*xi8>, tensor<*xi8>) -> (i64) |
| 53 | + vector.print %res0 : i64 |
| 54 | + |
| 55 | + // CHECK-NEXT: 0 |
| 56 | + %res1 = call @verifyMemRefI16(%2, %2) : (tensor<*xi16>, tensor<*xi16>) -> (i64) |
| 57 | + vector.print %res1 : i64 |
| 58 | + |
| 59 | + // CHECK-NEXT: 0 |
| 60 | + %res2 = call @verifyMemRefI32(%3, %3) : (tensor<*xi32>, tensor<*xi32>) -> (i64) |
| 61 | + vector.print %res2 : i64 |
| 62 | + |
| 63 | + // CHECK-NEXT: 0 |
| 64 | + %res3 = call @verifyMemRefI64(%4, %4) : (tensor<*xi64>, tensor<*xi64>) -> (i64) |
| 65 | + vector.print %res3 : i64 |
| 66 | + |
| 67 | + // CHECK-NEXT: 0 |
| 68 | + %res4 = call @verifyMemRefF16(%5, %5) : (tensor<*xf16>, tensor<*xf16>) -> (i64) |
| 69 | + vector.print %res4 : i64 |
| 70 | + |
| 71 | + // CHECK-NEXT: 0 |
| 72 | + %res5 = call @verifyMemRefBF16(%6, %6) : (tensor<*xbf16>, tensor<*xbf16>) -> (i64) |
| 73 | + vector.print %res5 : i64 |
| 74 | + |
| 75 | + // CHECK-NEXT: 0 |
| 76 | + %res6 = call @verifyMemRefF32(%7, %7) : (tensor<*xf32>, tensor<*xf32>) -> (i64) |
| 77 | + vector.print %res6 : i64 |
| 78 | + |
| 79 | + // CHECK-NEXT: 0 |
| 80 | + %res7 = call @verifyMemRefF64(%8, %8) : (tensor<*xf64>, tensor<*xf64>) -> (i64) |
| 81 | + vector.print %res7 : i64 |
| 82 | + |
| 83 | + // CHECK-NEXT: 0 |
| 84 | + %res8 = call @verifyMemRefC32(%9, %9) : (tensor<*xcomplex<f32>>, tensor<*xcomplex<f32>>) -> (i64) |
| 85 | + vector.print %res8 : i64 |
| 86 | + |
| 87 | + // CHECK-NEXT: 0 |
| 88 | + %res9 = call @verifyMemRefC64(%10, %10) : (tensor<*xcomplex<f64>>, tensor<*xcomplex<f64>>) -> (i64) |
| 89 | + vector.print %res9 : i64 |
| 90 | + |
| 91 | + // CHECK-NEXT: 0 |
| 92 | + %res10 = call @verifyMemRefInd(%11, %11) : (tensor<*xindex>, tensor<*xindex>) -> (i64) |
| 93 | + vector.print %res10 : i64 |
| 94 | + |
| 95 | + // |
| 96 | + // Ensure that verifyMemRef could detect the correct number of errors |
| 97 | + // for unequal memrefs. |
| 98 | + // |
| 99 | + %m1 = arith.constant dense<100> : tensor<3x3xi8> |
| 100 | + %f1 = tensor.cast %m1 : tensor<3x3xi8> to tensor<*xi8> |
| 101 | + %fail_res1 = call @verifyMemRefI8(%1, %f1) : (tensor<*xi8>, tensor<*xi8>) -> (i64) |
| 102 | + // CHECK-NEXT: 9 |
| 103 | + vector.print %fail_res1 : i64 |
| 104 | + |
| 105 | + %m2 = arith.constant dense<100> : tensor<3x3xi16> |
| 106 | + %f2 = tensor.cast %m2 : tensor<3x3xi16> to tensor<*xi16> |
| 107 | + %fail_res2 = call @verifyMemRefI16(%2, %f2) : (tensor<*xi16>, tensor<*xi16>) -> (i64) |
| 108 | + // CHECK-NEXT: 9 |
| 109 | + vector.print %fail_res2 : i64 |
| 110 | + |
| 111 | + %m3 = arith.constant dense<100> : tensor<3x3xi32> |
| 112 | + %f3 = tensor.cast %m3 : tensor<3x3xi32> to tensor<*xi32> |
| 113 | + %fail_res3 = call @verifyMemRefI32(%3, %f3) : (tensor<*xi32>, tensor<*xi32>) -> (i64) |
| 114 | + // CHECK-NEXT: 9 |
| 115 | + vector.print %fail_res3 : i64 |
| 116 | + |
| 117 | + %m4 = arith.constant dense<100> : tensor<3x3xi64> |
| 118 | + %f4 = tensor.cast %m4 : tensor<3x3xi64> to tensor<*xi64> |
| 119 | + %fail_res4 = call @verifyMemRefI64(%4, %f4) : (tensor<*xi64>, tensor<*xi64>) -> (i64) |
| 120 | + // CHECK-NEXT: 9 |
| 121 | + vector.print %fail_res4 : i64 |
| 122 | + |
| 123 | + %m5 = arith.constant dense<100.0> : tensor<3x3xf16> |
| 124 | + %f5 = tensor.cast %m5 : tensor<3x3xf16> to tensor<*xf16> |
| 125 | + %fail_res5 = call @verifyMemRefF16(%5, %f5) : (tensor<*xf16>, tensor<*xf16>) -> (i64) |
| 126 | + // CHECK-NEXT: 9 |
| 127 | + vector.print %fail_res5 : i64 |
| 128 | + |
| 129 | + %m6 = arith.constant dense<100.0> : tensor<3x3xbf16> |
| 130 | + %f6 = tensor.cast %m6 : tensor<3x3xbf16> to tensor<*xbf16> |
| 131 | + %fail_res6 = call @verifyMemRefBF16(%6, %f6) : (tensor<*xbf16>, tensor<*xbf16>) -> (i64) |
| 132 | + // CHECK-NEXT: 9 |
| 133 | + vector.print %fail_res6 : i64 |
| 134 | + |
| 135 | + %m7 = arith.constant dense<100.0> : tensor<3x3xf32> |
| 136 | + %f7 = tensor.cast %m7 : tensor<3x3xf32> to tensor<*xf32> |
| 137 | + %fail_res7 = call @verifyMemRefF32(%7, %f7) : (tensor<*xf32>, tensor<*xf32>) -> (i64) |
| 138 | + // CHECK-NEXT: 9 |
| 139 | + vector.print %fail_res7 : i64 |
| 140 | + |
| 141 | + %m8 = arith.constant dense<100.0> : tensor<3x3xf64> |
| 142 | + %f8 = tensor.cast %m8 : tensor<3x3xf64> to tensor<*xf64> |
| 143 | + %fail_res8 = call @verifyMemRefF64(%8, %f8) : (tensor<*xf64>, tensor<*xf64>) -> (i64) |
| 144 | + // CHECK-NEXT: 9 |
| 145 | + vector.print %fail_res8 : i64 |
| 146 | + |
| 147 | + %m9 = arith.constant dense<(5.000000e+01,1.000000e+00)> : tensor<3x3xcomplex<f32>> |
| 148 | + %f9 = tensor.cast %m9 : tensor<3x3xcomplex<f32>> to tensor<*xcomplex<f32>> |
| 149 | + %fail_res9 = call @verifyMemRefC32(%9, %f9) : (tensor<*xcomplex<f32>>, tensor<*xcomplex<f32>>) -> (i64) |
| 150 | + // CHECK-NEXT: 9 |
| 151 | + vector.print %fail_res9 : i64 |
| 152 | + |
| 153 | + %m10 = arith.constant dense<(5.000000e+01,1.000000e+00)> : tensor<3x3xcomplex<f64>> |
| 154 | + %f10 = tensor.cast %m10 : tensor<3x3xcomplex<f64>> to tensor<*xcomplex<f64>> |
| 155 | + %fail_res10 = call @verifyMemRefC64(%10, %f10) : (tensor<*xcomplex<f64>>, tensor<*xcomplex<f64>>) -> (i64) |
| 156 | + // CHECK-NEXT: 9 |
| 157 | + vector.print %fail_res10 : i64 |
| 158 | + |
| 159 | + %m11 = arith.constant dense<100> : tensor<3x3xindex> |
| 160 | + %f11 = tensor.cast %m11 : tensor<3x3xindex> to tensor<*xindex> |
| 161 | + %fail_res11 = call @verifyMemRefInd(%11, %f11) : (tensor<*xindex>, tensor<*xindex>) -> (i64) |
| 162 | + // CHECK-NEXT: 9 |
| 163 | + vector.print %fail_res11 : i64 |
| 164 | + |
| 165 | + return |
| 166 | + } |
| 167 | +} |
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