diff --git a/benchmark/run.py b/benchmark/run.py
index 69ed532..4b26e99 100644
--- a/benchmark/run.py
+++ b/benchmark/run.py
@@ -129,6 +129,7 @@ elif args.format == 'onnx':
         img = op.tfms(img).unsqueeze(0).cpu().detach().numpy()
         features = sess.run(output_names=['output_0'], input_feed={'input_0': img})[0]
         if len(features.shape) == 4:
+            features = torch.from_numpy(features)
             global_pool = nn.AdaptiveAvgPool2d(1)
             features = global_pool(features)
         outs = features.squeeze(0)