diff --git a/hls4ml/__init__.py b/hls4ml/__init__.py
index 52061c05df..92141e34d6 100644
--- a/hls4ml/__init__.py
+++ b/hls4ml/__init__.py
@@ -1,3 +1,5 @@
+import sys
+
 from hls4ml import converters, report, utils  # noqa: F401, E402
 
 try:
@@ -9,16 +11,7 @@
 
 
 def reseed(newseed):
-    print(f'\npytest-randomly: reseed with {newseed}')
-    try:
-        import tensorflow
-
-        tensorflow.random.set_seed(newseed)
-    except ImportError:
-        print('\nTensorFlow seed not set')
-    try:
-        import torch
-
-        torch.manual_seed(newseed)
-    except ImportError:
-        print('\nPyTorch seed not set')
+    if 'tensorflow' in sys.modules:
+        sys.modules['tensorflow'].random.set_seed(newseed)
+    if 'torch' in sys.modules:
+        sys.modules['torch'].manual_seed(newseed)
diff --git a/pyproject.toml b/pyproject.toml
index fd82192626..70a156b2a2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -88,7 +88,7 @@ optional-dependencies.testing-qkeras-v3 = [
 optional-dependencies.xls = [ "xls-python>=0.1.9875" ]
 urls.Homepage = "https://fastmachinelearning.org/hls4ml"
 scripts.hls4ml = "hls4ml.cli:main"
-entry-points.pytest_randomly.random_seeder = "hls4ml:reseed"
+entry-points."pytest_randomly.random_seeder".hls4ml = "hls4ml:reseed"
 
 [tool.setuptools]
 packages = [ "hls4ml" ]
diff --git a/test/pytest/ci-template.yml b/test/pytest/ci-template.yml
index e1033c982a..dab70837f4 100644
--- a/test/pytest/ci-template.yml
+++ b/test/pytest/ci-template.yml
@@ -36,7 +36,7 @@
     - source /home/hls4ml/ahls/altera_hls/EAP/aclsycl/fpgavars.sh
   script:
     - cd test/pytest
-    - pytest $PYTESTFILE -rA --cov-report xml --cov-report term --cov=hls4ml --junitxml=report.xml --randomly-seed=42 --randomly-dont-reorganize --randomly-dont-reset-seed
+    - pytest $PYTESTFILE -rA --cov-report xml --cov-report term --cov=hls4ml --junitxml=report.xml --randomly-seed=42 --randomly-dont-reorganize
   artifacts:
     when: always
     reports:
diff --git a/test/pytest/test_reseed.py b/test/pytest/test_reseed.py
new file mode 100644
index 0000000000..a4e01562e4
--- /dev/null
+++ b/test/pytest/test_reseed.py
@@ -0,0 +1,6 @@
+from importlib.metadata import entry_points
+
+
+def test_reseed_entry_point_registered():
+    eps = entry_points(group='pytest_randomly.random_seeder')
+    assert any(ep.value == 'hls4ml:reseed' for ep in eps)