diff --git a/src/finn/core/remote_exec.py b/src/finn/core/remote_exec.py
index fbc3cfe84c37d1deec3585929470936d54ce9106..5c330e29a52ab73343fbf7fd1858020b3d0cdd30 100644
--- a/src/finn/core/remote_exec.py
+++ b/src/finn/core/remote_exec.py
@@ -64,7 +64,8 @@ def remote_exec(model, execution_context):
     process_compile.communicate()
     cmd = (
         "sshpass -p {} ssh {}@{} -p {} "
-        '"cd {}/{}; echo "{}" | sudo -S python3.6 driver.py remote_pynq"'
+        '"cd {}/{}; echo "{}" | '
+        'sudo -S python3.6 driver.py remote_pynq 1 resizer.bit input.npy output.npy"'
     ).format(
         pynq_password,
         pynq_username,
diff --git a/src/finn/core/throughput_test.py b/src/finn/core/throughput_test.py
index ced14a02b32079919a485395dbfd8f3d19c77703..dda30b638255562e0dd1795ae5dc7586177308dc 100644
--- a/src/finn/core/throughput_test.py
+++ b/src/finn/core/throughput_test.py
@@ -46,7 +46,9 @@ def throughput_test(model):
 
     cmd = (
         "sshpass -p {} ssh {}@{} -p {} "
-        '"cd {}/{}; echo "{}" | sudo -S python3.6 driver.py throughput_test"'
+        '"cd {}/{}; echo "{}" | '
+        "sudo -S python3.6 driver.py throughput_test 1000 "
+        'resizer.bit input.npy output.npy"'
     ).format(
         pynq_password,
         pynq_username,