diff --git a/include/torch-mlir/Dialect/Torch/IR/GeneratedTorchOps.td b/include/torch-mlir/Dialect/Torch/IR/GeneratedTorchOps.td
index a43be0f83..1de407a8a 100644
--- a/include/torch-mlir/Dialect/Torch/IR/GeneratedTorchOps.td
+++ b/include/torch-mlir/Dialect/Torch/IR/GeneratedTorchOps.td
@@ -10919,6 +10919,7 @@ def Torch_AtenAnyBoolOp : Torch_Op<"aten.any.bool", [
       printDefaultTorchOp(printer, *this, 1, 1);
     }
   }];
+  let hasFolder = 1;
 }
 
 def Torch_AtenSortIntOp : Torch_Op<"aten.sort.int", [
diff --git a/lib/Dialect/Torch/IR/TorchOps.cpp b/lib/Dialect/Torch/IR/TorchOps.cpp
index d346d9db4..a7279d347 100644
--- a/lib/Dialect/Torch/IR/TorchOps.cpp
+++ b/lib/Dialect/Torch/IR/TorchOps.cpp
@@ -1434,6 +1434,24 @@ OpFoldResult AtenBoolIntOp::fold(FoldAdaptor adaptor) {
   return nullptr;
 }
 
+//===----------------------------------------------------------------------===//
+// AtenAnyBoolOp
+//===----------------------------------------------------------------------===//
+
+OpFoldResult AtenAnyBoolOp::fold(FoldAdaptor adaptor) {
+  auto inputConstruct = getSelf().getDefiningOp<Torch::PrimListConstructOp>();
+  if (!inputConstruct || isListPotentiallyMutated(inputConstruct))
+    return nullptr;
+  // If any operand is a constant true, return true.
+  for (auto operand : inputConstruct.getOperands()) {
+    bool b;
+    if (matchPattern(operand, m_TorchConstantBool(&b)) && b) {
+      return getI1IntegerAttr(getContext(), true);
+    }
+  }
+  return nullptr;
+}
+
 //===----------------------------------------------------------------------===//
 // AtenFloatScalarOp
 //===----------------------------------------------------------------------===//
diff --git a/python/torch_mlir/dialects/torch/importer/jit_ir/build_tools/torch_ods_gen.py b/python/torch_mlir/dialects/torch/importer/jit_ir/build_tools/torch_ods_gen.py
index 813e69ac3..0d2ae9af8 100644
--- a/python/torch_mlir/dialects/torch/importer/jit_ir/build_tools/torch_ods_gen.py
+++ b/python/torch_mlir/dialects/torch/importer/jit_ir/build_tools/torch_ods_gen.py
@@ -646,7 +646,7 @@ def emit_ops(emitter_td: TextEmitter, registry: Registry):
     emit("aten::slice.t : (t[], int?, int?, int) -> (t[])", has_canonicalizer=True)
     emit("aten::insert.t : (t[], int, t) -> ()")
     emit("aten::ne.int_list : (int[], int[]) -> (bool)")
-    emit("aten::any.bool : (bool[]) -> (bool)")
+    emit("aten::any.bool : (bool[]) -> (bool)", has_folder=True)
     emit("aten::sort.int : (int[], bool) -> ()", has_canonicalizer=True)
     emit("aten::sort : (Tensor, int, bool) -> (Tensor, Tensor)")
     emit("aten::split.Tensor : (Tensor, int, int) -> (Tensor[])")
diff --git a/test/Conversion/TorchToArith/basic.mlir b/test/Conversion/TorchToArith/basic.mlir
index 52936c53b..933031e16 100644
--- a/test/Conversion/TorchToArith/basic.mlir
+++ b/test/Conversion/TorchToArith/basic.mlir
@@ -259,27 +259,6 @@ func.func @torch.aten.sqrt.int(%arg0: !torch.int) -> !torch.float {
   return %0 : !torch.float
 }
 
-// CHECK-LABEL:   func.func @torch.aten.any.bool() -> !torch.bool {
-// CHECK:           %[[CST_FALSE:.*]] = arith.constant false
-// CHECK:           %[[FALSE:.*]] = torch_c.from_i1 %[[CST_FALSE]]
-// CHECK:           %[[CST_TRUE:.*]] = arith.constant true
-// CHECK:           %[[TRUE:.*]] = torch_c.from_i1 %[[CST_TRUE]]
-// CHECK:           %[[INPUT:.*]] = torch.prim.ListConstruct %[[FALSE]], %[[TRUE]], %[[FALSE]] : (!torch.bool, !torch.bool, !torch.bool) -> !torch.list<bool>
-// CHECK:           %[[TMP1:.*]] = torch_c.to_i1 %[[FALSE]]
-// CHECK:           %[[TMP2:.*]] = torch_c.to_i1 %[[TRUE]]
-// CHECK:           %[[TMP3:.*]] = torch_c.to_i1 %[[FALSE]]
-// CHECK:          %[[CMP:.*]] = arith.ori %[[TMP1]], %[[TMP2]] : i1
-// CHECK:          %[[CMP_RESULT:.*]] = arith.ori %[[CMP]], %[[TMP3]] : i1
-// CHECK:           %[[RESULT:.*]] = torch_c.from_i1 %[[CMP_RESULT]]
-// CHECK:           return %[[RESULT]] : !torch.bool
-func.func @torch.aten.any.bool() -> !torch.bool {
-  %false = torch.constant.bool false
-  %true = torch.constant.bool true
-  %input = torch.prim.ListConstruct %false, %true, %false : (!torch.bool, !torch.bool, !torch.bool) -> !torch.list<bool>
-  %0 = torch.aten.any.bool %input : !torch.list<bool> -> !torch.bool
-  return %0 : !torch.bool
-}
-
 // CHECK-LABEL:   func.func @torch.aten.Bool.float(
 // CHECK-SAME:                            %[[ARG:.*]]: !torch.float) -> !torch.bool {
 // CHECK:           %[[ARG_F64:.*]] = torch_c.to_f64 %[[ARG]]
diff --git a/test/Dialect/Torch/canonicalize.mlir b/test/Dialect/Torch/canonicalize.mlir
index a056aa2f0..88b73ed5c 100644
--- a/test/Dialect/Torch/canonicalize.mlir
+++ b/test/Dialect/Torch/canonicalize.mlir
@@ -2087,3 +2087,14 @@ func.func @torch.aten.add$fold() -> !torch.float {
     %0 = torch.aten.add %float1, %float2 : !torch.float, !torch.float -> !torch.float
     return %0 : !torch.float
 }
+
+// CHECK-LABEL:   func.func @torch.aten.any.bool$fold() -> !torch.bool {
+// CHECK:           %[[CST_TRUE:.*]] = torch.constant.bool true
+// CHECK:           return %[[CST_TRUE]] : !torch.bool
+func.func @torch.aten.any.bool$fold() -> !torch.bool {
+  %false = torch.constant.bool false
+  %true = torch.constant.bool true
+  %input = torch.prim.ListConstruct %false, %true, %false : (!torch.bool, !torch.bool, !torch.bool) -> !torch.list<bool>
+  %0 = torch.aten.any.bool %input : !torch.list<bool> -> !torch.bool
+  return %0 : !torch.bool
+}
\ No newline at end of file