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1// RUN: mlir-opt %s \2// RUN: -one-shot-bufferize="bufferize-function-boundaries" --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-runner \6// RUN: -e entry -entry-point-result=void \7// RUN: -shared-libs=%mlir_c_runner_utils,%mlir_runner_utils |\8// RUN: FileCheck %s9 10module {11 func.func private @verifyMemRefI8(%a : tensor<*xi8> {bufferization.access = "read"}, %b : tensor<*xi8> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }12 func.func private @verifyMemRefI16(%a : tensor<*xi16> {bufferization.access = "read"}, %b : tensor<*xi16> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }13 func.func private @verifyMemRefI32(%a : tensor<*xi32> {bufferization.access = "read"}, %b : tensor<*xi32> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }14 func.func private @verifyMemRefI64(%a : tensor<*xi64> {bufferization.access = "read"}, %b : tensor<*xi64> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }15 func.func private @verifyMemRefBF16(%a : tensor<*xbf16> {bufferization.access = "read"}, %b : tensor<*xbf16> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }16 func.func private @verifyMemRefF16(%a : tensor<*xf16> {bufferization.access = "read"}, %b : tensor<*xf16> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }17 func.func private @verifyMemRefF32(%a : tensor<*xf32> {bufferization.access = "read"}, %b : tensor<*xf32> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }18 func.func private @verifyMemRefF64(%a : tensor<*xf64> {bufferization.access = "read"}, %b : tensor<*xf64> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }19 func.func private @verifyMemRefC32(%a : tensor<*xcomplex<f32>> {bufferization.access = "read"}, %b : tensor<*xcomplex<f32>> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }20 func.func private @verifyMemRefC64(%a : tensor<*xcomplex<f64>> {bufferization.access = "read"}, %b : tensor<*xcomplex<f64>> {bufferization.access = "read"}) -> i64 attributes { llvm.emit_c_interface }21 func.func private @verifyMemRefInd(%a : tensor<*xindex> {bufferization.access = "read"}, %b : tensor<*xindex> {bufferization.access = "read"}) -> 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: 052 %res0 = call @verifyMemRefI8(%1, %1) : (tensor<*xi8>, tensor<*xi8>) -> (i64)53 vector.print %res0 : i6454 55 // CHECK-NEXT: 056 %res1 = call @verifyMemRefI16(%2, %2) : (tensor<*xi16>, tensor<*xi16>) -> (i64)57 vector.print %res1 : i6458 59 // CHECK-NEXT: 060 %res2 = call @verifyMemRefI32(%3, %3) : (tensor<*xi32>, tensor<*xi32>) -> (i64)61 vector.print %res2 : i6462 63 // CHECK-NEXT: 064 %res3 = call @verifyMemRefI64(%4, %4) : (tensor<*xi64>, tensor<*xi64>) -> (i64)65 vector.print %res3 : i6466 67 // CHECK-NEXT: 068 %res4 = call @verifyMemRefF16(%5, %5) : (tensor<*xf16>, tensor<*xf16>) -> (i64)69 vector.print %res4 : i6470 71 // CHECK-NEXT: 072 %res5 = call @verifyMemRefBF16(%6, %6) : (tensor<*xbf16>, tensor<*xbf16>) -> (i64)73 vector.print %res5 : i6474 75 // CHECK-NEXT: 076 %res6 = call @verifyMemRefF32(%7, %7) : (tensor<*xf32>, tensor<*xf32>) -> (i64)77 vector.print %res6 : i6478 79 // CHECK-NEXT: 080 %res7 = call @verifyMemRefF64(%8, %8) : (tensor<*xf64>, tensor<*xf64>) -> (i64)81 vector.print %res7 : i6482 83 // CHECK-NEXT: 084 %res8 = call @verifyMemRefC32(%9, %9) : (tensor<*xcomplex<f32>>, tensor<*xcomplex<f32>>) -> (i64)85 vector.print %res8 : i6486 87 // CHECK-NEXT: 088 %res9 = call @verifyMemRefC64(%10, %10) : (tensor<*xcomplex<f64>>, tensor<*xcomplex<f64>>) -> (i64)89 vector.print %res9 : i6490 91 // CHECK-NEXT: 092 %res10 = call @verifyMemRefInd(%11, %11) : (tensor<*xindex>, tensor<*xindex>) -> (i64)93 vector.print %res10 : i6494 95 //96 // Ensure that verifyMemRef could detect the correct number of errors97 // 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: 9103 vector.print %fail_res1 : i64104 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: 9109 vector.print %fail_res2 : i64110 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: 9115 vector.print %fail_res3 : i64116 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: 9121 vector.print %fail_res4 : i64122 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: 9127 vector.print %fail_res5 : i64128 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: 9133 vector.print %fail_res6 : i64134 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: 9139 vector.print %fail_res7 : i64140 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: 9145 vector.print %fail_res8 : i64146 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: 9151 vector.print %fail_res9 : i64152 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: 9157 vector.print %fail_res10 : i64158 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: 9163 vector.print %fail_res11 : i64164 165 return166 }167}168