diff --git a/core/conversion/converters/impl/element_wise.cpp b/core/conversion/converters/impl/element_wise.cpp
index f89cd59d73..da582c9548 100644
--- a/core/conversion/converters/impl/element_wise.cpp
+++ b/core/conversion/converters/impl/element_wise.cpp
@@ -359,8 +359,22 @@ auto element_wise_registrations TRTORCH_UNUSED =
                     // Should implement self * other
                     auto self = args[0].ITensorOrFreeze(ctx);
                     auto other = args[1].ITensorOrFreeze(ctx);
-                    auto mul =
+                    nvinfer1::ILayer* mul = nullptr;
+                    if (self->getType() ==nvinfer1::DataType::kBOOL || other->getType() == nvinfer1::DataType::kBOOL) {
+                      auto self_id = ctx->net->addIdentity(*self);
+                      auto other_id = ctx->net->addIdentity(*other);
+                      if (self->getType() == nvinfer1::DataType::kBOOL) {
+                        self_id->getOutput(0)->setType(nvinfer1::DataType::kINT32);
+                      }
+                      if (other->getType() == nvinfer1::DataType::kBOOL) {
+                        other_id->getOutput(0)->setType(nvinfer1::DataType::kINT32);
+                      }
+                      mul =
+                        add_elementwise(ctx, nvinfer1::ElementWiseOperation::kPROD, self_id->getOutput(0), other_id->getOutput(0), util::node_info(n));
+                    } else {
+                      mul =
                         add_elementwise(ctx, nvinfer1::ElementWiseOperation::kPROD, self, other, util::node_info(n));
+                    }
                     TRTORCH_CHECK(mul, "Unable to create mul layer from node: " << *n);
 
                     mul->setName(util::node_info(n).c_str());