diff --git a/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp b/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
--- a/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
+++ b/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
@@ -1150,6 +1150,11 @@
   return verifySingleInputPoolingOp(op);
 }
 
+namespace {
+struct EraseDeadLinalgOp;
+struct FoldTensorCastOp;
+} // namespace
+
 #include "mlir/Dialect/Linalg/IR/LinalgStructuredOpsInterfaces.cpp.inc"
 
 #include "mlir/Dialect/Linalg/IR/LinalgNamedStructuredOps.cpp.inc"
@@ -1578,18 +1583,4 @@
 CANONICALIZERS_AND_FOLDERS(GenericOp)
 CANONICALIZERS_AND_FOLDERS(IndexedGenericOp)
 
-// TODO: Determine whether we can generate the folders and verifiers.
-CANONICALIZERS_AND_FOLDERS(BatchMatmulOp)
-CANONICALIZERS_AND_FOLDERS(DotOp)
-CANONICALIZERS_AND_FOLDERS(MatmulOp)
-CANONICALIZERS_AND_FOLDERS(MatvecOp)
-CANONICALIZERS_AND_FOLDERS(VecmatOp)
-CANONICALIZERS_AND_FOLDERS(ConvWOp)
-CANONICALIZERS_AND_FOLDERS(ConvNWCOp)
-CANONICALIZERS_AND_FOLDERS(ConvNCWOp)
-CANONICALIZERS_AND_FOLDERS(ConvHWOp)
-CANONICALIZERS_AND_FOLDERS(ConvNHWCOp)
-CANONICALIZERS_AND_FOLDERS(ConvNCHWOp)
-CANONICALIZERS_AND_FOLDERS(ConvDHWOp)
-CANONICALIZERS_AND_FOLDERS(ConvNDHWCOp)
-CANONICALIZERS_AND_FOLDERS(ConvNCDHWOp)
+// All named ops canonicalizers and folders are auto-generated in the .cpp.inc.
diff --git a/mlir/tools/mlir-linalg-ods-gen/mlir-linalg-ods-gen.cpp b/mlir/tools/mlir-linalg-ods-gen/mlir-linalg-ods-gen.cpp
--- a/mlir/tools/mlir-linalg-ods-gen/mlir-linalg-ods-gen.cpp
+++ b/mlir/tools/mlir-linalg-ods-gen/mlir-linalg-ods-gen.cpp
@@ -994,6 +994,10 @@
   void printRegionBuilder(llvm::raw_ostream &os, StringRef cppOpName,
                           ComprehensionParsingState &state);
 
+  /// Print the C++ impl for named ops canonicalizers and fodlers.
+  void printCanonicalizersAndFolders(llvm::raw_ostream &os,
+                                     StringRef cppOpName);
+
 private:
   //===--------------------------------------------------------------------===//
   // Internal bookkeeping of tensors.
@@ -1430,6 +1434,7 @@
     printReferenceIterators(ss, cppOpName, state);
     printReferenceIndexingMaps(ss, cppOpName, state);
     printRegionBuilder(ss, cppOpName, state);
+    printCanonicalizersAndFolders(ss, cppOpName);
     ss.flush();
     os << extraMethods << "\n";
   }
@@ -1571,6 +1576,22 @@
   os << llvm::formatv(referenceReferenceIteratorsFmt, cppOpName, iteratorsStr);
 }
 
+void TCParser::printCanonicalizersAndFolders(llvm::raw_ostream &os,
+                                             StringRef cppOpName) {
+  const char *canonicalizersAndFoldersFmt = R"FMT(
+    void {0}::getCanonicalizationPatterns(
+        OwningRewritePatternList &results,
+        MLIRContext *context) {{
+      results.insert<EraseDeadLinalgOp>();
+      results.insert<FoldTensorCastOp>();
+    }
+    LogicalResult {0}::fold(ArrayRef<Attribute>,
+                            SmallVectorImpl<OpFoldResult> &) {{
+      return foldMemRefCast(*this);
+    })FMT";
+  os << llvm::formatv(canonicalizersAndFoldersFmt, cppOpName);
+}
+
 /// Print the C++ StructuredOpsInterface impl of `referenceIndexingMaps`.
 void TCParser::printReferenceIndexingMaps(llvm::raw_ostream &os,
                                           StringRef cppOpName,