Skip Removal of squeeze which contain dynamic shapes

python/tvm/relay/op/contrib/forge/forge_passes.py

@@ -1883,6 +1883,9 @@ def __init__(self):
     def callback(self, pre, post, node_map):
         act = node_map[self.act][0]
         axis = post.attrs.axis
+        # Skip removal of squeeze which contain dynamic shapes
+        if any([isinstance(dim, tvm.tir.expr.Any) for dim in pre.checked_type.shape]):
+            return post
         input_shape = [int(dim) for dim in pre.args[0].checked_type.shape]
         adjusted_axes = [(ax - len(input_shape)) if ax >= 0 else ax for ax in axis]
         assert all(ax < 0 for ax in adjusted_axes), "Invalid squeeze dimension: all axes must be negative."