update glm4.5v conv layout

vllm/model_executor/models/glm4_1v.py

@@ -26,6 +26,7 @@
 # limitations under the License.
 """Inference-only GLM-4V model compatible with HuggingFace weights."""
 
+import os
 import math
 from collections.abc import Iterable, Mapping, Sequence
 from functools import partial
@@ -446,6 +447,8 @@ class Glm4vVisionPatchEmbed(nn.Module):
         L, C = x.shape
         x = x.view(L, -1, self.temporal_patch_size, self.patch_size,
                    self.patch_size)
+        if os.environ.get('PYTORCH_MIOPEN_SUGGEST_NDHWC') == '1':
+            x = x.to(memory_format=torch.channels_last_3d)
         x = self.proj(x).view(L, self.hidden_size)
         return x