diff --git a/PaddleSlim/configs/quantization.yaml b/PaddleSlim/configs/quantization.yaml
index 4c8ab29f97485fe09c5a49a96946ae0c77edddee..79fafe999a7ce485fd5c3b1fcd768938bebaf3e7 100644
--- a/PaddleSlim/configs/quantization.yaml
+++ b/PaddleSlim/configs/quantization.yaml
@@ -10,7 +10,7 @@ strategies:
         weight_bits: 8
         activation_bits: 8
         weight_quantize_type: 'abs_max'
-        activation_quantize_type: 'abs_max'
+        activation_quantize_type: 'moving_average_abs_max'
         save_in_nodes: ['image']
         save_out_nodes: ['fc_0.tmp_2']
 compressor: