diff --git a/.github/workflows/ci-pdm-install-and-test.yml b/.github/workflows/ci-pdm-install-and-test.yml
index 20b5fc14..f13552b9 100644
--- a/.github/workflows/ci-pdm-install-and-test.yml
+++ b/.github/workflows/ci-pdm-install-and-test.yml
@@ -14,14 +14,19 @@ jobs:
         uses: actions/checkout@v2
 
       - name: Install pdm
-        uses: pdm-project/setup-pdm@v4
-        with:
-          python-version: "3.10"
-          cache: true
+        run: |
+          python -m pip install pdm
+
+      - name: Create venv
+        run: |
+          pdm venv create --with-pip
+          pdm use --venv in-project
 
       - name: Install torch (CPU)
         run: |
           python -m pip install torch  --index-url https://download.pytorch.org/whl/cpu
+          # check that the CPU version is installed
+          python -c "import torch; assert torch.__version__.endswith('+gpu')"
 
       - name: Install package (including dev dependencies)
         run: |
diff --git a/.gitignore b/.gitignore
index ede00bca..2a12cf57 100644
--- a/.gitignore
+++ b/.gitignore
@@ -76,3 +76,5 @@ tags
 
 # pdm (https://pdm-project.org/en/stable/)
 .pdm-python
+# exclude pdm.lock file so that both cpu and gpu versions of torch will be accepted by pdm
+pdm.lock
diff --git a/pdm.lock b/pdm.lock
deleted file mode 100644
index 6ea24bcf..00000000
--- a/pdm.lock
+++ /dev/null
@@ -1,2015 +0,0 @@
-# This file is @generated by PDM.
-# It is not intended for manual editing.
-
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-strategy = ["cross_platform", "inherit_metadata"]
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diff --git a/pyproject.toml b/pyproject.toml
index 0a25868c..50ddca04 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,6 +22,7 @@ dependencies = [
     "tueplots>=0.0.8",
     "matplotlib>=3.7.0",
     "plotly>=5.15.0",
+    "torch>=2.3.0",
 ]
 requires-python = ">=3.9"