diff --git a/src/runtime/gpu/cl/operators/ClWinogradConv2d.cpp b/src/runtime/gpu/cl/operators/ClWinogradConv2d.cpp
index 2ca1ff5..07f90dd 100644
--- a/src/runtime/gpu/cl/operators/ClWinogradConv2d.cpp
+++ b/src/runtime/gpu/cl/operators/ClWinogradConv2d.cpp
@@ -233,37 +233,32 @@
 
 void ClWinogradConv2d::run(ITensorPack &tensors)
 {
-    prepare(tensors);
+    const bool is_gemm_reshaped = _aux_mem[3].lifetime == MemoryLifetime::Prepare;
 
     auto src    = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_0));
     auto biases = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_2));
     auto dst    = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST));
 
     CLAuxTensorHandler input0(offset_int_vec(2), _input0, tensors, true);
-    CLAuxTensorHandler input1(offset_int_vec(3), _input1, tensors, true);
+    CLAuxTensorHandler input1(offset_int_vec(3), _input1, tensors, true, is_gemm_reshaped);
     CLAuxTensorHandler batched_mm_output(offset_int_vec(4), _batched_mm_output, tensors, true);
 
+    prepare(tensors);
+
     // Run input transform
     ITensorPack pack_it
     {
         { TensorType::ACL_SRC, src },
         { TensorType::ACL_DST, input0.get() },
     };
-    CLScheduler::get().enqueue_op(_border_handler, pack_it);
-    CLScheduler::get().enqueue_op(*_input_transform, pack_it);
+    CLScheduler::get().enqueue_op(_border_handler, pack_it, false);
+    CLScheduler::get().enqueue_op(*_input_transform, pack_it, false);
 
     // Run batched matrix multiplication
     ITensorPack pack_mm = tensors;
     pack_mm.add_const_tensor(TensorType::ACL_SRC_0, input0.get());
     pack_mm.add_tensor(TensorType::ACL_DST, batched_mm_output.get());
-    if(_aux_mem[3].lifetime == MemoryLifetime::Prepare)
-    {
-        pack_mm.remove_tensor(TensorType::ACL_SRC_1);
-    }
-    else
-    {
-        pack_mm.add_const_tensor(TensorType::ACL_SRC_1, input1.get());
-    }
+    is_gemm_reshaped ? pack_mm.remove_tensor(TensorType::ACL_SRC_1) : pack_mm.add_const_tensor(TensorType::ACL_SRC_1, input1.get());
     _batched_mm.run(pack_mm);
 
     // Run output transform