diff --git a/.github/workflows/develop_install.yml b/.github/workflows/develop_install.yml
index a640d3b74..3dc804fb5 100644
--- a/.github/workflows/develop_install.yml
+++ b/.github/workflows/develop_install.yml
@@ -16,7 +16,7 @@ jobs:
 
       matrix:
         python_version: ['3.9', '3.10']
-        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0']
+        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1']
         platform: ['windows-latest', 'ubuntu-latest', 'macos-latest']
 
 
diff --git a/.github/workflows/end_to_end.yml b/.github/workflows/end_to_end.yml
index 666d036de..ff54defca 100644
--- a/.github/workflows/end_to_end.yml
+++ b/.github/workflows/end_to_end.yml
@@ -16,7 +16,7 @@ jobs:
 
       matrix:
         python_version: ['3.9', '3.10']
-        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0']
+        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1']
         platform: ['windows-latest', 'ubuntu-latest', 'macos-latest']
 
 
diff --git a/.github/workflows/examples_pytest.yml b/.github/workflows/examples_pytest.yml
index 8dda65bc9..0396f3f72 100644
--- a/.github/workflows/examples_pytest.yml
+++ b/.github/workflows/examples_pytest.yml
@@ -16,7 +16,7 @@ jobs:
 
       matrix:
         python_version: ['3.9', '3.10']
-        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0']
+        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1']
         platform: ['windows-latest', 'ubuntu-latest', 'macos-latest']
         jit_status: ['jit_disabled', 'jit_enabled']
 
diff --git a/.github/workflows/finn_integration.yml b/.github/workflows/finn_integration.yml
index c676549f7..5167617c1 100644
--- a/.github/workflows/finn_integration.yml
+++ b/.github/workflows/finn_integration.yml
@@ -16,7 +16,7 @@ jobs:
 
       matrix:
         python_version: ['3.9', '3.10']
-        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0']
+        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1']
         platform: ['windows-latest', 'ubuntu-latest']
 
 
diff --git a/.github/workflows/gen_github_actions.py b/.github/workflows/gen_github_actions.py
index 726446bbf..a2138fd84 100644
--- a/.github/workflows/gen_github_actions.py
+++ b/.github/workflows/gen_github_actions.py
@@ -4,6 +4,16 @@
 from utils import combine_od_list
 from utils import generate_exclusion_list
 
+TORCHVISION_VERSION_DICT = {
+    '1.11.0': '0.12.0',
+    '1.12.1': '0.13.1',
+    '1.13.0': '0.14.0',
+    '2.0.1': '0.15.2',
+    '2.1.0': '0.16.0',
+    '2.2.2': '0.17.2',
+    '2.3.1': '0.18.1',
+    '2.4.0': '0.19.0'}
+
 BASE_YML_TEMPLATE = 'base.yml.template'
 BASE_YML_REDUCED_TEMPLATE = 'base_reduced.yml.template'
 PYTEST_YML = 'pytest.yml'
@@ -18,7 +28,7 @@
 # Reduced Test for PRs, except when a review is requested
 PYTHON_VERSIONS_REDUCED = ('3.9',)
 
-PYTORCH_LIST_REDUCED = ["1.11.0", "1.13.0", "2.1.0"]
+PYTORCH_LIST_REDUCED = ["1.11.0", "2.0.1", "2.3.1"]
 
 PLATFORM_LIST_REDUCED = ['ubuntu-latest']
 
@@ -40,7 +50,7 @@
 # Data shared betwen Nox sessions and Github Actions, formatted as tuples
 PYTHON_VERSIONS = ('3.9', '3.10')
 
-PYTORCH_VERSIONS = ('1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0')
+PYTORCH_VERSIONS = ('1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1')
 JIT_STATUSES = ('jit_disabled', 'jit_enabled')
 
 # Data used only by Github Actions, formatted as lists or lists of ordered dicts
diff --git a/.github/workflows/notebook.yml b/.github/workflows/notebook.yml
index ef1e8270f..da3a5fec0 100644
--- a/.github/workflows/notebook.yml
+++ b/.github/workflows/notebook.yml
@@ -16,7 +16,7 @@ jobs:
 
       matrix:
         python_version: ['3.9', '3.10']
-        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0']
+        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1']
         platform: ['windows-latest', 'ubuntu-latest', 'macos-latest']
 
 
diff --git a/.github/workflows/ort_integration.yml b/.github/workflows/ort_integration.yml
index 1abcb32de..1b55e5118 100644
--- a/.github/workflows/ort_integration.yml
+++ b/.github/workflows/ort_integration.yml
@@ -16,7 +16,7 @@ jobs:
 
       matrix:
         python_version: ['3.9', '3.10']
-        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0']
+        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1']
         platform: ['windows-latest', 'ubuntu-latest', 'macos-latest']
 
 
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 0be1cbc54..fda4a0af3 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -16,7 +16,7 @@ jobs:
 
       matrix:
         python_version: ['3.9', '3.10']
-        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0']
+        pytorch_version: ['1.11.0', '1.12.1', '1.13.0', '2.0.1', '2.1.0', '2.2.2', '2.3.1']
         platform: ['windows-latest', 'ubuntu-latest', 'macos-latest']
         jit_status: ['jit_disabled', 'jit_enabled']
 
diff --git a/.github/workflows/reduced_develop_install.yml b/.github/workflows/reduced_develop_install.yml
index e9fa9ed6a..db83a062e 100644
--- a/.github/workflows/reduced_develop_install.yml
+++ b/.github/workflows/reduced_develop_install.yml
@@ -18,7 +18,7 @@ jobs:
 
       matrix:
         python_version: ['3.9']
-        pytorch_version: ['1.11.0', '1.13.0', '2.1.0']
+        pytorch_version: ['1.11.0', '2.0.1', '2.3.1']
         platform: ['ubuntu-latest']
 
 
diff --git a/.github/workflows/reduced_end_to_end.yml b/.github/workflows/reduced_end_to_end.yml
index d4dfd3f2e..db2948a1d 100644
--- a/.github/workflows/reduced_end_to_end.yml
+++ b/.github/workflows/reduced_end_to_end.yml
@@ -18,7 +18,7 @@ jobs:
 
       matrix:
         python_version: ['3.9']
-        pytorch_version: ['1.11.0', '1.13.0', '2.1.0']
+        pytorch_version: ['1.11.0', '2.0.1', '2.3.1']
         platform: ['ubuntu-latest']
 
 
diff --git a/.github/workflows/reduced_examples_pytest.yml b/.github/workflows/reduced_examples_pytest.yml
index ba8fd34ba..c6fc13bf7 100644
--- a/.github/workflows/reduced_examples_pytest.yml
+++ b/.github/workflows/reduced_examples_pytest.yml
@@ -18,7 +18,7 @@ jobs:
 
       matrix:
         python_version: ['3.9']
-        pytorch_version: ['1.11.0', '1.13.0', '2.1.0']
+        pytorch_version: ['1.11.0', '2.0.1', '2.3.1']
         platform: ['ubuntu-latest']
         jit_status: ['jit_disabled']
 
diff --git a/.github/workflows/reduced_finn_integration.yml b/.github/workflows/reduced_finn_integration.yml
index d663df12b..460951f61 100644
--- a/.github/workflows/reduced_finn_integration.yml
+++ b/.github/workflows/reduced_finn_integration.yml
@@ -18,7 +18,7 @@ jobs:
 
       matrix:
         python_version: ['3.9']
-        pytorch_version: ['1.11.0', '1.13.0', '2.1.0']
+        pytorch_version: ['1.11.0', '2.0.1', '2.3.1']
         platform: ['ubuntu-latest']
 
 
diff --git a/.github/workflows/reduced_notebook.yml b/.github/workflows/reduced_notebook.yml
index 3936be1bd..2460c12c1 100644
--- a/.github/workflows/reduced_notebook.yml
+++ b/.github/workflows/reduced_notebook.yml
@@ -18,7 +18,7 @@ jobs:
 
       matrix:
         python_version: ['3.9']
-        pytorch_version: ['1.11.0', '1.13.0', '2.1.0']
+        pytorch_version: ['1.11.0', '2.0.1', '2.3.1']
         platform: ['ubuntu-latest']
 
 
diff --git a/.github/workflows/reduced_ort_integration.yml b/.github/workflows/reduced_ort_integration.yml
index 5db1ad679..771f3fe79 100644
--- a/.github/workflows/reduced_ort_integration.yml
+++ b/.github/workflows/reduced_ort_integration.yml
@@ -18,7 +18,7 @@ jobs:
 
       matrix:
         python_version: ['3.9']
-        pytorch_version: ['1.11.0', '1.13.0', '2.1.0']
+        pytorch_version: ['1.11.0', '2.0.1', '2.3.1']
         platform: ['ubuntu-latest']
 
 
diff --git a/.github/workflows/reduced_pytest.yml b/.github/workflows/reduced_pytest.yml
index b5e6c2051..1423a1ccc 100644
--- a/.github/workflows/reduced_pytest.yml
+++ b/.github/workflows/reduced_pytest.yml
@@ -18,7 +18,7 @@ jobs:
 
       matrix:
         python_version: ['3.9']
-        pytorch_version: ['1.11.0', '1.13.0', '2.1.0']
+        pytorch_version: ['1.11.0', '2.0.1', '2.3.1']
         platform: ['ubuntu-latest']
         jit_status: ['jit_disabled']
 
diff --git a/noxfile.py b/noxfile.py
index 77f4f5eb2..a4b1b64f9 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -14,6 +14,7 @@
 from gen_github_actions import JIT_STATUSES
 from gen_github_actions import PYTHON_VERSIONS
 from gen_github_actions import PYTORCH_VERSIONS
+from gen_github_actions import TORCHVISION_VERSION_DICT
 
 IS_OSX = system() == 'Darwin'
 PYTORCH_STABLE_WHEEL_SRC = 'https://download.pytorch.org/whl/cpu'
@@ -23,16 +24,6 @@
     f'pytorch_{i}' for i in EXAMPLES_LLM_PYTEST_PYTORCH_VERSIONS])
 JIT_IDS = tuple([f'{i}'.lower() for i in JIT_STATUSES])
 
-TORCHVISION_VERSION_DICT = {
-    '1.11.0': '0.12.0',
-    '1.12.1': '0.13.1',
-    '1.13.0': '0.14.0',
-    '2.0.1': '0.15.2',
-    '2.1.0': '0.16.0',
-    '2.2.2': '0.17.2',
-    '2.3.1': '0.18.1',
-    '2.4.0': '0.19.0'}
-
 PARSED_TORCHVISION_VERSION_DICT = {version.parse(k): v for k, v in TORCHVISION_VERSION_DICT.items()}