diff --git a/backends/transforms/targets.bzl b/backends/transforms/targets.bzl
index 22fced32b8a..8314bbb5695 100644
--- a/backends/transforms/targets.bzl
+++ b/backends/transforms/targets.bzl
@@ -148,20 +148,6 @@ def define_common_targets():
         ],
     )
 
-    runtime.python_library(
-        name = "fuse_batch_norm_with_linear",
-        srcs = ["fuse_batch_norm_with_linear.py"],
-        visibility = [
-            "//executorch/backends/...",
-        ],
-        deps = [
-            ":utils",
-            "//caffe2:torch",
-            "//executorch/exir:pass_base",
-            "//executorch/exir/dialects:lib",
-        ],
-    )
-
     runtime.python_library(
         name = "fuse_conv_with_clamp",
         srcs = ["fuse_conv_with_clamp.py"],