diff --git a/hpvm/docs/KerasFrontend.md b/hpvm/docs/KerasFrontend.md
index cddfddb4f725e6741e0fe89672617766d8d4d050..3225b112ad4f1e8c03b69af1b330a2dbced24ab1 100644
--- a/hpvm/docs/KerasFrontend.md
+++ b/hpvm/docs/KerasFrontend.md
@@ -174,6 +174,7 @@ Run the `HPVM_binary` generated under the directory specified by `src_dir` (desc
 
 `config_file_path`: Path to an HPVM tensor configuration file (includes approximation settings)
 
+**NOTE:** The accuracy of the bennchmarks is dumped into a file named `final_accuracy` in the current working directory - this includes accuracy averaged across batches
 
 ## Automated Tests