diff --git a/python/paddle/nn/functional/loss.py b/python/paddle/nn/functional/loss.py
index b105d3d7fc28e8c8a308cce4f4bcbc1f071cd6eb..ae7b8813a0e3e359fb70bd6b1f45fdbc5c0c55f7 100644
--- a/python/paddle/nn/functional/loss.py
+++ b/python/paddle/nn/functional/loss.py
@@ -1541,7 +1541,7 @@ def poisson_nll_loss(
 
             input = paddle.randn([5, 2], dtype=paddle.float32)
             label = paddle.randn([5, 2], dtype=paddle.float32)
-            loss = F.poisson_nll_loss(input, label, log_input=True, reduction='None')
+            loss = F.poisson_nll_loss(input, label, log_input=True, reduction='none')
             print(loss)
             loss = F.poisson_nll_loss(input, label, reduction='mean')
             print(loss)