diff --git a/ivy/functional/frontends/tensorflow/nn.py b/ivy/functional/frontends/tensorflow/nn.py
index 410dfe0d2e65b..fa1dca5d1b21b 100644
--- a/ivy/functional/frontends/tensorflow/nn.py
+++ b/ivy/functional/frontends/tensorflow/nn.py
@@ -91,7 +91,9 @@ def avg_pool1d(input, ksize, strides, padding, data_format="NWC", name=None):
 # avg_pool2d
 @to_ivy_arrays_and_back
 def avg_pool2d(input, ksize, strides, padding, data_format="NHWC", name=None):
-    return ivy.avg_pool2d(input, ksize, strides, padding, data_format=data_format)
+    return ivy.avg_pool2d(
+        input, ksize, strides, padding, data_format=data_format
+    ).astype(input.dtype)
 
 
 # avg_pool3d
diff --git a/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_nn.py b/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_nn.py
index d317cf5d90ca5..dfb623752ca33 100644
--- a/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_nn.py
+++ b/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_nn.py
@@ -704,6 +704,8 @@ def test_tensorflow_avg_pool2d(
         ksize=ksize,
         strides=strides,
         padding=padding,
+        rtol=1e-2,
+        atol=1e-2,
     )