From bcb126cdd744f4d316d2dacfa8af81d1986265d3 Mon Sep 17 00:00:00 2001
From: Jay Choy <91728831+ZJay07@users.noreply.github.com>
Date: Fri, 1 Mar 2024 19:14:45 +0000
Subject: [PATCH 1/4] fixed tensorflow.math.softplus

---
 ivy/functional/frontends/tensorflow/math.py | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/ivy/functional/frontends/tensorflow/math.py b/ivy/functional/frontends/tensorflow/math.py
index 3a0118409774f..c7820b19ee359 100644
--- a/ivy/functional/frontends/tensorflow/math.py
+++ b/ivy/functional/frontends/tensorflow/math.py
@@ -868,6 +868,15 @@ def softmax(logits, axis=None, name=None):
     return ivy.softmax(logits, axis=axis)
 
 
+@with_supported_dtypes(
+    {
+        "2.15.0 and below": (
+            "float32",
+            "float64",
+        )
+    },
+    "tensorflow",
+)
 @to_ivy_arrays_and_back
 def softplus(features, name=None):
     return ivy.softplus(features)

From 7c9eee64e18e331771c65b7f036e3e17ec24dd30 Mon Sep 17 00:00:00 2001
From: Jay Choy <91728831+ZJay07@users.noreply.github.com>
Date: Sun, 17 Mar 2024 10:07:59 +0000
Subject: [PATCH 2/4] skip float16 if backend is paddle

---
 ivy/functional/frontends/tensorflow/math.py                    | 1 +
 ivy_tests/test_ivy/test_frontends/test_tensorflow/test_math.py | 2 ++
 2 files changed, 3 insertions(+)

diff --git a/ivy/functional/frontends/tensorflow/math.py b/ivy/functional/frontends/tensorflow/math.py
index c7820b19ee359..cc059e6f218a2 100644
--- a/ivy/functional/frontends/tensorflow/math.py
+++ b/ivy/functional/frontends/tensorflow/math.py
@@ -871,6 +871,7 @@ def softmax(logits, axis=None, name=None):
 @with_supported_dtypes(
     {
         "2.15.0 and below": (
+            "float16",
             "float32",
             "float64",
         )
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 3d14053f47e38..9f9291d556da0 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
@@ -2858,6 +2858,8 @@ def test_tensorflow_softplus(
     on_device,
 ):
     input_dtype, x = dtype_and_x
+    if backend_fw == "paddle" and "float16" in input_dtype:
+        return
     helpers.test_frontend_function(
         input_dtypes=input_dtype,
         backend_to_test=backend_fw,

From e18029f8a151002f22e2ee7010b390892b33c8a5 Mon Sep 17 00:00:00 2001
From: Jay Choy <91728831+ZJay07@users.noreply.github.com>
Date: Mon, 25 Mar 2024 18:15:31 +0000
Subject: [PATCH 3/4] proper fix

---
 ivy/functional/backends/paddle/activations.py       | 13 +++++++++++++
 .../test_frontends/test_tensorflow/test_math.py     |  2 --
 2 files changed, 13 insertions(+), 2 deletions(-)

diff --git a/ivy/functional/backends/paddle/activations.py b/ivy/functional/backends/paddle/activations.py
index 8ddaff5b70a09..8dace1e706230 100644
--- a/ivy/functional/backends/paddle/activations.py
+++ b/ivy/functional/backends/paddle/activations.py
@@ -117,6 +117,19 @@ def softmax(
     return paddle.divide(exp_x, paddle.sum(exp_x, axis=axis, keepdim=True))
 
 
+@with_supported_dtypes(
+    {
+        "2.6.0 and below": (
+            "int32",
+            "int64",
+            "float64",
+            "complex128",
+            "float32",
+            "complex64",
+        )
+    },
+    backend_version,
+)
 def softplus(
     x: paddle.Tensor,
     /,
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 9f9291d556da0..3d14053f47e38 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
@@ -2858,8 +2858,6 @@ def test_tensorflow_softplus(
     on_device,
 ):
     input_dtype, x = dtype_and_x
-    if backend_fw == "paddle" and "float16" in input_dtype:
-        return
     helpers.test_frontend_function(
         input_dtypes=input_dtype,
         backend_to_test=backend_fw,

From 3b4bfcc3c821c89c33d8bcc46f58d4fe96abf16c Mon Sep 17 00:00:00 2001
From: Jay Choy <91728831+ZJay07@users.noreply.github.com>
Date: Mon, 25 Mar 2024 18:20:56 +0000
Subject: [PATCH 4/4] removed unecessary code

---
 ivy/functional/frontends/tensorflow/math.py | 10 ----------
 1 file changed, 10 deletions(-)

diff --git a/ivy/functional/frontends/tensorflow/math.py b/ivy/functional/frontends/tensorflow/math.py
index cc059e6f218a2..3a0118409774f 100644
--- a/ivy/functional/frontends/tensorflow/math.py
+++ b/ivy/functional/frontends/tensorflow/math.py
@@ -868,16 +868,6 @@ def softmax(logits, axis=None, name=None):
     return ivy.softmax(logits, axis=axis)
 
 
-@with_supported_dtypes(
-    {
-        "2.15.0 and below": (
-            "float16",
-            "float32",
-            "float64",
-        )
-    },
-    "tensorflow",
-)
 @to_ivy_arrays_and_back
 def softplus(features, name=None):
     return ivy.softplus(features)