diff --git a/.github/ISSUE_TEMPLATE/generic_bug_report.yaml b/.github/ISSUE_TEMPLATE/generic_bug_report.yaml
index a0b1132..137fe4c 100644
--- a/.github/ISSUE_TEMPLATE/generic_bug_report.yaml
+++ b/.github/ISSUE_TEMPLATE/generic_bug_report.yaml
@@ -16,7 +16,7 @@ body:
     options:
       - Layers
       - Activation functions
-      - Initializers 
+      - Initializers
       - Loss functions
       - Normalizers
   validations:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d2de5a1..53318b0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -19,7 +19,7 @@
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.0.1
+    rev: v4.3.0
     hooks:
     - id: trailing-whitespace
     - id: end-of-file-fixer
@@ -27,30 +27,30 @@ repos:
     - id: check-added-large-files
 
   - repo: https://github.com/asottile/reorder_python_imports
-    rev: v2.6.0
+    rev: v3.1.0
     hooks:
       - id: reorder-python-imports
 
   - repo: https://github.com/psf/black
-    rev: 21.6b0
+    rev: 22.3.0
     hooks:
     - id: black
 
   - repo: https://github.com/pre-commit/mirrors-pylint
-    rev: v3.0.0a3
+    rev: v3.0.0a5
     hooks:
       - id: pylint
         args: [--enable=unused-import --max-line-length=100, --disable=all]
 
 
   - repo: https://github.com/commitizen-tools/commitizen
-    rev: v2.20.0
+    rev: v2.27.1
     hooks:
       - id: commitizen
         stages: [commit-msg]
 
   - repo: https://github.com/Lucas-C/pre-commit-hooks
-    rev: v1.1.10
+    rev: v1.2.0
     hooks:
       - id: insert-license
         name: insert MIT license
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 41f54dd..308d694 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -13,7 +13,7 @@ work is not in vain.
 - Clone the repo `git clone https://github.com/deel-ai/deel-torchlip.git`.
 - Go to your freshly downloaded repo `cd deel-torchlip`
 - Create a virtual environment and install the necessary dependencies for development:
-  
+
   `make prepare-dev && source torchlip_dev_env/bin/activate`.
 - You are ready to install the library:
 
diff --git a/GOVERNANCE.md b/GOVERNANCE.md
index 8d6b630..9bc6a6a 100644
--- a/GOVERNANCE.md
+++ b/GOVERNANCE.md
@@ -12,7 +12,7 @@ These management rules are intended to be collaborative and all those involved i
 
 The governance committee is initially composed of DEEL members who contributed to the first version of `deel-torchlip` and are the only contributors to the master branch.
 
-The governance committee is responsible for the master branch that contains the code of the version of the library that is officially recognised. 
+The governance committee is responsible for the master branch that contains the code of the version of the library that is officially recognised.
 
 These governance committee members are the only ones able to merge pull requests into this branch which from contributions branches.
 
@@ -22,13 +22,13 @@ The governance committee identifies among the contributors who by their merits c
 
 ###	Contributors
 
-A contributor is anyone who comments any aspects relating to the project: comments on an issue or pull request, documentation, architecture, code and validation tests or anybody with a merged pull request. 
+A contributor is anyone who comments any aspects relating to the project: comments on an issue or pull request, documentation, architecture, code and validation tests or anybody with a merged pull request.
 
 All governance committee membres are contributors.
 
 ### Maintainers
 
-All contributors with write rights (commit rigths) are maintainers.  
+All contributors with write rights (commit rigths) are maintainers.
 
 ....
 
diff --git a/requirements.txt b/requirements.txt
index 36be9e4..f6bd89a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 torch_testing==0.0.2
 inflection==0.5.1
-numpy==1.19.5
+numpy
 torch==1.10.2+cu113
 torchvision==0.11.3+cu113
diff --git a/setup.cfg b/setup.cfg
index 83a6a4c..6ec0a38 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -25,8 +25,8 @@ pip_version = pip>=20
 deps =
     pytest
     torch_testing
-    torch==1.7.0+cpu
-    torchvision==0.8.1+cpu
+    torch==1.10.2+cu113
+    torchvision==0.11.3+cu113
 install_command = pip install --find-links https://download.pytorch.org/whl/torch_stable.html {opts} {packages}
 commands =
     pytest tests