[mlir][tensor] Fix a crash in ExtractOp::fold (#115001)

This PR fixes a crash when the tensor of `tensor.extract` is a dense
resource elements attribute.
Fixes #114728.

Co-authored-by: jinzhi <[email protected]>

Author: CoTinker

mlir/lib/Dialect/Tensor/IR/TensorOps.cpp

@@ -1128,12 +1128,17 @@ LogicalResult ExtractOp::verify() {
 }
 
 OpFoldResult ExtractOp::fold(FoldAdaptor adaptor) {
-  // If this is a splat elements attribute, simply return the value. All of
-  // the elements of a splat attribute are the same.
-  if (Attribute tensor = adaptor.getTensor())
+  if (Attribute tensor = adaptor.getTensor()) {
+    // If this is a splat elements attribute, simply return the value.
+    // All of the elements of a splat attribute are the same.
     if (auto splatTensor = llvm::dyn_cast<SplatElementsAttr>(tensor))
       return splatTensor.getSplatValue<Attribute>();
 
+    // If this is a dense resource elements attribute, return.
+    if (isa<DenseResourceElementsAttr>(tensor))
+      return {};
+  }
+
   // Collect the constant indices into the tensor.
   SmallVector<uint64_t, 8> indices;
   for (Attribute indice : adaptor.getIndices()) {

mlir/test/Dialect/Tensor/canonicalize.mlir

@@ -173,6 +173,20 @@ func.func @fold_extract(%arg0 : index) -> (f32, f16, f16, i32, complex<f32>) {
 
 // -----
 
+// Ensure extract dense resource elements not crash.
+
+// CHECK-LABEL: func @extract_dense_resource_nofold
+func.func @extract_dense_resource_nofold() -> i64 {
+  // CHECK:      %[[EXT:.+]] = tensor.extract
+  // CHECK-NEXT:   return %[[EXT]]
+  %c0 = arith.constant 0 : index
+  %cst = arith.constant dense_resource<__elided__> : tensor<1xi64>
+  %extracted = tensor.extract %cst[%c0] : tensor<1xi64>
+  return %extracted : i64
+}
+
+// -----
+
 // CHECK-LABEL: func @fold_insert
 func.func @fold_insert(%arg0 : index) -> (tensor<4xf32>) {
   // Fold an insert into a splat.