diff --git a/src/framework/cl/cl_tensor.h b/src/framework/cl/cl_tensor.h
index fc805cbba148516a1759a9b2c98e02ede26344e2..204c3e3ca185817bdf5b966fe04fac8574acd8a7 100644
--- a/src/framework/cl/cl_tensor.h
+++ b/src/framework/cl/cl_tensor.h
@@ -48,12 +48,14 @@ class CLTensor : TensorBase {
     return *this;
   }
 
-  inline cl_mem mutable_with_data(void *data) {
-    int64_t size = numel() * sizeof(float);
-    holder_.reset(new PlaceholderImpl(size, data, typeid(cl_mem), context_,
-                                      command_queue_));
-    return reinterpret_cast<cl_mem>(
-        reinterpret_cast<void *>(reinterpret_cast<uintptr_t>(holder_->ptr())));
+  template <typename T>
+  inline cl_mem mutable_with_data(const T *data) {
+    int64_t size = numel() * sizeof(T);
+
+    holder_.reset(new PlaceholderImpl(
+        size, reinterpret_cast<void *>(const_cast<T *>(data)), typeid(T),
+        context_, command_queue_));
+    return reinterpret_cast<cl_mem>(holder_->ptr());
   }
 
   inline cl_mem mutable_data(std::type_index type) {
diff --git a/src/operators/kernel/cl/feed_kernel.cpp b/src/operators/kernel/cl/feed_kernel.cpp
index 7c61180e51d9d0c0598b1b8f6d61351a4567ed8c..0edb1f2bee2dd65861e665f76bdd28ac0a3913c0 100644
--- a/src/operators/kernel/cl/feed_kernel.cpp
+++ b/src/operators/kernel/cl/feed_kernel.cpp
@@ -39,7 +39,7 @@ void FeedKernel<GPU_CL, float>::Compute(const FeedParam<GPU_CL> &param) {
   CLTensor input_cl_tensor(this->cl_helper_.CLContext(),
                            this->cl_helper_.CLCommandQueue());
   input_cl_tensor.Resize(input->dims());
-  cl_mem inputBuffer = input_cl_tensor.mutable_with_data((void *)input_data);
+  cl_mem inputBuffer = input_cl_tensor.mutable_with_data<float>(input_data);
 
   status = clSetKernelArg(kernel, 0, sizeof(cl_mem), (void *)&inputBuffer);
   CL_CHECK_ERRORS(status);