diff --git a/tools/bazel_adb_run.py b/tools/bazel_adb_run.py
index 675a20dd79ac9a8349ad6514204b78168724e778..6e083de2c3ce118582bd7ff0bd8f065ee89730df 100644
--- a/tools/bazel_adb_run.py
+++ b/tools/bazel_adb_run.py
@@ -94,12 +94,15 @@ def main(unused_args):
     sh_commands.bazel_build(target, abi=target_abi)
     if FLAGS.run_target:
       for serialno in target_devices:
-        device_properties = sh_commands.adb_getprop_by_serialno(serialno)
+        if target_abi not in set(sh_commands.adb_supported_abis(serialno)):
+          print("Skip device %s which does not support ABI %s" % (serialno, target_abi))
+          continue
         stdouts = sh_commands.adb_run(serialno, host_bin_path, bin_name,
                                       args=FLAGS.args,
                                       opencl_profiling=1,
                                       vlog_level=0,
                                       device_bin_path="/data/local/tmp/mace")
+        device_properties = sh_commands.adb_getprop_by_serialno(serialno)
         globals()[FLAGS.stdout_processor](stdouts, device_properties, target_abi)
 
 if __name__ == "__main__":
diff --git a/tools/sh_commands.py b/tools/sh_commands.py
index d7e55e39d552f5c152568648069d40692eceb958..4b47544f751c1559512cf4dfc131accc6be90470 100644
--- a/tools/sh_commands.py
+++ b/tools/sh_commands.py
@@ -49,6 +49,12 @@ def adb_getprop_by_serialno(serialno):
       props[m.group(1)] = m.group(2)
   return props
 
+def adb_supported_abis(serialno):
+  props = adb_getprop_by_serialno(serialno)
+  abilist_str = props["ro.product.cpu.abilist"]
+  abis = [abi.strip() for abi in abilist_str.split(',')]
+  return abis
+
 def adb_get_all_socs():
   socs = []
   for d in adb_devices():
@@ -88,6 +94,7 @@ def adb_run(serialno, host_bin_path, bin_name,
 # bazel commands
 ################################
 def bazel_build(target, strip="always", abi="armeabi-v7a"):
+  print("Build %s with ABI %s" % (target, abi))
   stdout_buff=[]
   process_output = make_output_processor(stdout_buff)
   p= sh.bazel("build",