diff --git a/CHANGELOG.md b/CHANGELOG.md
index a5ed38ec7..8b81931a7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,11 @@ Note that Sockeye has checks in place to not translate with an old model that wa
 
 Each version section may have subsections for: _Added_, _Changed_, _Removed_, _Deprecated_, and _Fixed_.
 
+## [3.0.15]
+
+### Fixed
+- Fixed GPU-based scoring by copying to cpu tensor first before converting to numpy.
+
 ## [3.0.14]
 
 ### Added
diff --git a/sockeye/__init__.py b/sockeye/__init__.py
index 6a1f3e85a..7fd0892c2 100644
--- a/sockeye/__init__.py
+++ b/sockeye/__init__.py
@@ -11,4 +11,4 @@
 # express or implied. See the License for the specific language governing
 # permissions and limitations under the License.
 
-__version__ = '3.0.14'
+__version__ = '3.0.15'
diff --git a/sockeye/scoring_pt.py b/sockeye/scoring_pt.py
index 082ec02a7..d66b17682 100644
--- a/sockeye/scoring_pt.py
+++ b/sockeye/scoring_pt.py
@@ -144,7 +144,7 @@ def score_batch(self, batch: data_io_pt.Batch):
             self.traced_batch_scorer = pt.jit.trace(self.batch_scorer, scorer_inputs, strict=False)
         scores = self.traced_batch_scorer(*scorer_inputs)  # (batch, num_target_factors)
 
-        return scores.numpy()
+        return scores.cpu().numpy()
 
     @pt.inference_mode(True)
     def score(self, score_iter: data_io_pt.BaseParallelSampleIter, output_handler: OutputHandler):