From f0389c2f584abc564d7eca9ef9b5d806295f7161 Mon Sep 17 00:00:00 2001
From: Simranjeet Singh <simranjeet@adeptmind.ai>
Date: Fri, 11 Aug 2023 16:56:07 +0530
Subject: [PATCH] Add softsign to tensorflow frontend api with test (#21352)

---
 ivy/functional/frontends/tensorflow/math.py   |  8 +++++
 .../test_tensorflow/test_math.py              | 29 +++++++++++++++++++
 2 files changed, 37 insertions(+)

diff --git a/ivy/functional/frontends/tensorflow/math.py b/ivy/functional/frontends/tensorflow/math.py
index be820a7f1c76b..8fccb8cbfcc78 100644
--- a/ivy/functional/frontends/tensorflow/math.py
+++ b/ivy/functional/frontends/tensorflow/math.py
@@ -805,3 +805,11 @@ def l2_normalize(x, axis=None, epsilon=1e-12, name=None):
     square_sum = ivy.sum(ivy.square(x), axis=axis, keepdims=True)
     x_inv_norm = ivy.reciprocal(ivy.sqrt(ivy.maximum(square_sum, epsilon)))
     return ivy.multiply(x, x_inv_norm)
+
+
+@with_supported_dtypes(
+    {"2.13.0 and below": ("bfloat32", "float32", "float64")}, "tensorflow"
+)
+@to_ivy_arrays_and_back
+def softsign(features, name=None):
+    return ivy.divide(features, ivy.abs(features) + 1)
diff --git a/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_math.py b/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_math.py
index 6c4d26ff1201c..9f7f44cf4cf3f 100644
--- a/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_math.py
+++ b/ivy_tests/test_ivy/test_frontends/test_tensorflow/test_math.py
@@ -3171,3 +3171,32 @@ def test_tensorflow_cumprod(  # NOQA
         exclusive=exclusive,
         reverse=reverse,
     )
+
+
+# softsign
+@handle_frontend_test(
+    fn_tree="tensorflow.math.softsign",
+    dtype_and_x=helpers.dtype_and_values(
+        available_dtypes=helpers.get_dtypes("valid"),
+    ),
+    test_with_out=st.just(False),
+)
+def test_tensorflow_softsign(
+    *,
+    dtype_and_x,
+    on_device,
+    fn_tree,
+    frontend,
+    test_flags,
+    backend_fw,
+):
+    input_dtype, x = dtype_and_x
+    helpers.test_frontend_function(
+        input_dtypes=input_dtype,
+        backend_to_test=backend_fw,
+        frontend=frontend,
+        test_flags=test_flags,
+        fn_tree=fn_tree,
+        on_device=on_device,
+        features=x[0],
+    )