diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index 03041b9a..75de4b2a 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -25,7 +25,7 @@ jobs:
           # Oldest supported versions
           # NOTE: renable CUDA 10.2 when it supported by NNPOps (https://github.com/conda-forge/nnpops-feedstock/pull/8)
           - name: Linux (CUDA 11.0, Python 3.7, PyTorch 1.11)
-            os: ubuntu-18.04
+            os: ubuntu-22.04
             cuda-version: "11.0.3"
             gcc-version: "8.5.*"
             nvcc-version: "11.0"
@@ -34,7 +34,7 @@ jobs:
 
           # Latest supported versions
           - name: Linux (CUDA 11.2, Python 3.10, PyTorch 1.12)
-            os: ubuntu-18.04
+            os: ubuntu-22.04
             cuda-version: "11.2.2"
             gcc-version: "10.3.*"
             nvcc-version: "11.2"
@@ -55,9 +55,10 @@ jobs:
         uses: actions/checkout@v2
 
       - name: "Install CUDA Toolkit on Linux (if needed)"
-        uses: Jimver/cuda-toolkit@v0.2.5
+        uses: Jimver/cuda-toolkit@v0.2.10
         with:
           cuda: ${{ matrix.cuda-version }}
+          linux-local-args: '["--toolkit", "--override"]'
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: "Install SDK on MacOS (if needed)"
diff --git a/devtools/conda-envs/build-ubuntu-18.04.yml b/devtools/conda-envs/build-ubuntu-22.04.yml
similarity index 96%
rename from devtools/conda-envs/build-ubuntu-18.04.yml
rename to devtools/conda-envs/build-ubuntu-22.04.yml
index 40271720..ffd4d2f7 100644
--- a/devtools/conda-envs/build-ubuntu-18.04.yml
+++ b/devtools/conda-envs/build-ubuntu-22.04.yml
@@ -17,4 +17,4 @@ dependencies:
   - pytorch-gpu @PYTORCH_VERSION@
   - swig
   - sysroot_linux-64 2.17
-  - torchani
\ No newline at end of file
+  - torchani