diff --git a/examples/graph_inception_resnet_v2.cpp b/examples/graph_inception_resnet_v2.cpp
index ae37ee5..1d0c51e 100644
--- a/examples/graph_inception_resnet_v2.cpp
+++ b/examples/graph_inception_resnet_v2.cpp
@@ -80,7 +80,7 @@
 
         // Create input descriptor
         const auto        operation_layout = common_params.data_layout;
-        const TensorShape tensor_shape     = permute_shape(TensorShape(299U, 299U, 3U, 1U), DataLayout::NCHW, operation_layout);
+        const TensorShape tensor_shape     = permute_shape(TensorShape(299U, 299U, 3U, common_params.batches), DataLayout::NCHW, operation_layout);
         TensorDescriptor  input_descriptor = TensorDescriptor(tensor_shape, common_params.data_type).set_layout(operation_layout);
 
         // Set weights trained layout