diff --git a/.github/actions/coverage/action.yml b/.github/actions/coverage/action.yml
index 49238a3..43c5e58 100644
--- a/.github/actions/coverage/action.yml
+++ b/.github/actions/coverage/action.yml
@@ -4,7 +4,7 @@ inputs:
   python-version:
     required: false
     type: string
-    default: "3.11"
+    default: "3.12"
   pytorch-version:
     required: false
     type: string
@@ -36,7 +36,7 @@ runs:
   using: "composite"
   steps:
     - name: Setting environment on ${{ inputs.os }} with python ${{ inputs.python-version }} and pytorch ${{ inputs.pytorch-version }}
-      uses: kornia/workflows/.github/actions/env@v1.8.1
+      uses: kornia/workflows/.github/actions/env@v1.9.1
       with:
         python-version: ${{ inputs.python-version }}
         pytorch-version: ${{ inputs.pytorch-version }}
diff --git a/.github/actions/env/action.yml b/.github/actions/env/action.yml
index 2aef7e6..8367481 100644
--- a/.github/actions/env/action.yml
+++ b/.github/actions/env/action.yml
@@ -4,7 +4,7 @@ inputs:
   python-version:
     description: "The python version desired."
     required: true
-    default: "3.11"
+    default: "3.12"
     type: string
 
   pytorch-version:
@@ -35,7 +35,7 @@ runs:
         fetch-depth: ${{ inputs.fetch-depth }}
 
     - name: Setup environment
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ inputs.python-version }}
 
diff --git a/.github/actions/tests/action.yml b/.github/actions/tests/action.yml
index 178ffcb..f325791 100644
--- a/.github/actions/tests/action.yml
+++ b/.github/actions/tests/action.yml
@@ -4,7 +4,7 @@ inputs:
   python-version:
     required: false
     type: string
-    default: "3.11"
+    default: "3.12"
   pytorch-version:
     required: false
     type: string
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 25bc2ab..1c1bc89 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -4,7 +4,7 @@ on:
       python-version:
         required: false
         type: string
-        default: '["3.11"]'
+        default: '["3.12"]'
       pytorch-version:
         required: false
         type: string
@@ -32,10 +32,12 @@ jobs:
         python-version: ${{ fromJSON(inputs.python-version) }}
         pytorch-version: ${{ fromJSON(inputs.pytorch-version) }}
         exclude:
+            # support to python3.10 only on torch 1.11 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.10'
           - pytorch-version: '1.10.2'
             python-version: '3.10'
+            # support to python3.11 only on torch 2.0 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.11'
           - pytorch-version: '1.10.2'
@@ -46,6 +48,21 @@ jobs:
             python-version: '3.11'
           - pytorch-version: '1.13.1'
             python-version: '3.11'
+            # support to python3.12 only on torch 2.2 or greater
+          - pytorch-version: '1.9.1'
+            python-version: '3.12'
+          - pytorch-version: '1.10.2'
+            python-version: '3.12'
+          - pytorch-version: '1.11.0'
+            python-version: '3.12'
+          - pytorch-version: '1.12.1'
+            python-version: '3.12'
+          - pytorch-version: '1.13.1'
+            python-version: '3.12'
+          - pytorch-version: '2.0.1'
+            python-version: '3.12'
+          - pytorch-version: '2.1.2'
+            python-version: '3.12'
 
     steps:
     - name: Setting environment on ${{ inputs.os }} with python ${{ matrix.python-version }} and pytorch ${{ matrix.pytorch-version }}
diff --git a/.github/workflows/mypy.yml b/.github/workflows/mypy.yml
index 62fa386..2913cc5 100644
--- a/.github/workflows/mypy.yml
+++ b/.github/workflows/mypy.yml
@@ -4,7 +4,7 @@ on:
       python-version:
         required: false
         type: string
-        default: '["3.11"]'
+        default: '["3.12"]'
       pytorch-version:
         required: false
         type: string
@@ -32,10 +32,12 @@ jobs:
         python-version: ${{ fromJSON(inputs.python-version) }}
         pytorch-version: ${{ fromJSON(inputs.pytorch-version) }}
         exclude:
+            # support to python3.10 only on torch 1.11 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.10'
           - pytorch-version: '1.10.2'
             python-version: '3.10'
+            # support to python3.11 only on torch 2.0 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.11'
           - pytorch-version: '1.10.2'
@@ -46,6 +48,21 @@ jobs:
             python-version: '3.11'
           - pytorch-version: '1.13.1'
             python-version: '3.11'
+            # support to python3.12 only on torch 2.2 or greater
+          - pytorch-version: '1.9.1'
+            python-version: '3.12'
+          - pytorch-version: '1.10.2'
+            python-version: '3.12'
+          - pytorch-version: '1.11.0'
+            python-version: '3.12'
+          - pytorch-version: '1.12.1'
+            python-version: '3.12'
+          - pytorch-version: '1.13.1'
+            python-version: '3.12'
+          - pytorch-version: '2.0.1'
+            python-version: '3.12'
+          - pytorch-version: '2.1.2'
+            python-version: '3.12'
 
     steps:
     - name: Setting environment on ${{ inputs.os }} with python ${{ matrix.python-version }} and pytorch ${{ matrix.pytorch-version }}
diff --git a/.github/workflows/self-tests.yml b/.github/workflows/self-tests.yml
index 3575e1d..3a35961 100644
--- a/.github/workflows/self-tests.yml
+++ b/.github/workflows/self-tests.yml
@@ -51,7 +51,7 @@ jobs:
     uses: ./.github/workflows/tests.yml
     with:
       os: ubuntu-latest
-      python-version: '["3.10", "3.11"]'
+      python-version: '["3.10", "3.12"]'
       pytorch-version: '["2.1.2", "2.3.1"]'
       pytorch-dtype: 'float32'
       ref: main
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 09b1bbd..c181544 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -4,7 +4,7 @@ on:
       python-version:
         required: false
         type: string
-        default: '["3.11"]'
+        default: '["3.12"]'
       pytorch-version:
         required: false
         type: string
@@ -44,10 +44,12 @@ jobs:
         python-version: ${{ fromJSON(inputs.python-version) }}
         pytorch-version: ${{ fromJSON(inputs.pytorch-version) }}
         exclude:
+            # support to python3.10 only on torch 1.11 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.10'
           - pytorch-version: '1.10.2'
             python-version: '3.10'
+            # support to python3.11 only on torch 2.0 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.11'
           - pytorch-version: '1.10.2'
@@ -58,6 +60,21 @@ jobs:
             python-version: '3.11'
           - pytorch-version: '1.13.1'
             python-version: '3.11'
+            # support to python3.12 only on torch 2.2 or greater
+          - pytorch-version: '1.9.1'
+            python-version: '3.12'
+          - pytorch-version: '1.10.2'
+            python-version: '3.12'
+          - pytorch-version: '1.11.0'
+            python-version: '3.12'
+          - pytorch-version: '1.12.1'
+            python-version: '3.12'
+          - pytorch-version: '1.13.1'
+            python-version: '3.12'
+          - pytorch-version: '2.0.1'
+            python-version: '3.12'
+          - pytorch-version: '2.1.2'
+            python-version: '3.12'
 
     steps:
     - uses: kornia/workflows/.github/actions/tests@v1.9.1
diff --git a/.github/workflows/tutorials.yml b/.github/workflows/tutorials.yml
index b6d5add..670c0b3 100644
--- a/.github/workflows/tutorials.yml
+++ b/.github/workflows/tutorials.yml
@@ -4,7 +4,7 @@ on:
       python-version:
         required: false
         type: string
-        default: '["3.11"]'
+        default: '["3.12"]'
       pytorch-version:
         required: false
         type: string
@@ -32,10 +32,12 @@ jobs:
         python-version: ${{ fromJSON(inputs.python-version) }}
         pytorch-version: ${{ fromJSON(inputs.pytorch-version) }}
         exclude:
+            # support to python3.10 only on torch 1.11 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.10'
           - pytorch-version: '1.10.2'
             python-version: '3.10'
+            # support to python3.11 only on torch 2.0 or greater
           - pytorch-version: '1.9.1'
             python-version: '3.11'
           - pytorch-version: '1.10.2'
@@ -46,6 +48,21 @@ jobs:
             python-version: '3.11'
           - pytorch-version: '1.13.1'
             python-version: '3.11'
+            # support to python3.12 only on torch 2.2 or greater
+          - pytorch-version: '1.9.1'
+            python-version: '3.12'
+          - pytorch-version: '1.10.2'
+            python-version: '3.12'
+          - pytorch-version: '1.11.0'
+            python-version: '3.12'
+          - pytorch-version: '1.12.1'
+            python-version: '3.12'
+          - pytorch-version: '1.13.1'
+            python-version: '3.12'
+          - pytorch-version: '2.0.1'
+            python-version: '3.12'
+          - pytorch-version: '2.1.2'
+            python-version: '3.12'
 
     steps:
       - name: Setting environment on ${{ inputs.os }} with python ${{ matrix.python-version }} and pytorch ${{ matrix.pytorch-version }}
diff --git a/README.md b/README.md
index 4952378..758785e 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@ Use the actions:
 - `asottile/workflows/.github/actions/fast-checkout`
 
 Has the inputs:
-- `python-version`: (string, default: `'3.11'`) the python version desired.
+- `python-version`: (string, default: `'3.12'`) the python version desired.
   - The version should be supported by `setup-python@v4` action.
 - `pytorch-version`: (string, default: `'2.3.1`') the pytorch version desired.
   - This value will be used to install pytorch using conda from pytorch
@@ -38,7 +38,7 @@ responsible for running kornia tests.
 Use the actions:
 - `kornia/workflows/.github/actions/env`
 Has the inputs:
-- `python-version`: (string, default: `'3.11'`) the python version desired.
+- `python-version`: (string, default: `'3.12'`) the python version desired.
   - The version should be supported by `setup-python@v4` action.
 - `pytorch-version`: (string, default: `'2.3.1`') the pytorch version desired.
   - This value will be used to install pytorch using conda from pytorch
@@ -99,7 +99,7 @@ Use the actions:
 
 Has the inputs:
 - `os`: (string, default: `ubuntu-latest`) the OS name same as supported by [gha](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#choosing-github-hosted-runners).
-- `python-version`: (json list of strings, default: `'["3.11"]'`) a string with
+- `python-version`: (json list of strings, default: `'["3.12"]'`) a string with
   format of a json list within strings for each python version desired.
 - `pytorch-version`: (json list of strings, default: `'["2.3.1"]'`) a string
   with format of a json list within strings for each pytorch version desired.
@@ -120,7 +120,7 @@ jobs:
   tests:
     uses: kornia/workflows/.github/workflows/tests@v1.9.1
     with:
-      python-version: '["3.8", "3.11"]'
+      python-version: '["3.8", "3.12"]'
       pytorch-version: '["1.13.1", "2.0.0"]'
 ```
 
@@ -158,7 +158,7 @@ Use the actions:
 
 Has the inputs:
 - `os`: (string, default: `ubuntu-latest`) the OS name same as supported by [gha](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#choosing-github-hosted-runners).
-- `python-version`: (string, default: `'3.11'`) the python version desired.
+- `python-version`: (string, default: `'3.12'`) the python version desired.
   - The version should be supported by `setup-python@v4` action.
 - `pytorch-version`: (string, default: `'2.3.1`') the pytorch version desired.
   - This value will be used to install pytorch using conda from pytorch
@@ -176,7 +176,7 @@ jobs:
   coverage:
     uses: kornia/workflows/.github/workflows/coverage@v1.9.1
     with:
-      python-version: "3.11"
+      python-version: "3.12"
       pytorch-version: "2.0.0"
 ```
 
@@ -190,7 +190,7 @@ Use the actions:
 
 Has the inputs:
 - `os`: (string, default: `ubuntu-latest`) the OS name same as supported by [gha](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#choosing-github-hosted-runners).
-- `python-version`: (json list of strings, default: `'["3.11"]'`) a string with
+- `python-version`: (json list of strings, default: `'["3.12"]'`) a string with
   format of a json list within strings for each python version desired.
 - `pytorch-version`: (json list of strings, default: `'["2.3.1"]'`) a string
   with format of a json list within strings for each pytorch version desired.
@@ -216,7 +216,7 @@ Use the actions:
 
 Has the inputs:
 - `os`: (string, default: `ubuntu-latest`) the OS name same as supported by [gha](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#choosing-github-hosted-runners).
-- `python-version`: (json list of strings, default: `'["3.11"]'`) a string with
+- `python-version`: (json list of strings, default: `'["3.12"]'`) a string with
   format of a json list within strings for each python version desired.
 - `pytorch-version`: (json list of strings, default: `'["2.3.1"]'`) a string
   with format of a json list within strings for each pytorch version desired.
@@ -242,7 +242,7 @@ Use the actions:
 
 Has the inputs:
 - `os`: (string, default: `ubuntu-latest`) the OS name same as supported by [gha](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#choosing-github-hosted-runners).
-- `python-version`: (json list of strings, default: `'["3.11"]'`) a string with
+- `python-version`: (json list of strings, default: `'["3.12"]'`) a string with
   format of a json list within strings for each python version desired.
 - `pytorch-version`: (json list of strings, default: `'["2.3.1"]'`) a string
   with format of a json list within strings for each pytorch version desired.