more dimension generalization pass

Author: lixinqi

.pre-commit-config.yaml

@@ -3,4 +3,25 @@ repos:
   rev: 23.1.0
   hooks:
   - id: black
-    language_version: python3
+    language_version: python3
+
+- repo: https://github.com/astral-sh/ruff-pre-commit
+  rev: v0.14.4
+  hooks:
+    - id: ruff-check
+      args: [--fix, --exit-non-zero-on-fix, --no-cache]
+
+- repo: https://github.com/PFCCLab/typos-pre-commit-mirror.git
+  rev: v1.39.2
+  hooks:
+    - id: typos
+      args: [--force-exclude]
+
+- repo: https://github.com/Lucas-C/pre-commit-hooks.git
+  rev: v1.5.1
+  hooks:
+    - id: remove-crlf
+    - id: remove-tabs
+      name: Tabs remver (Python)
+      files: (.*\.(py|bzl)|BUILD|.*\.BUILD|WORKSPACE)$
+      args: [--whitespaces-count, '4']

graph_net/__init__.py

@@ -1,21 +1,21 @@
-__all__ = ["torch", "paddle"]
-
-from importlib import import_module
-from typing import TYPE_CHECKING, Any, List
-
-
-def __getattr__(name: str) -> Any:
-    if name in __all__:
-        module = import_module(f"{__name__}.{name}")
-        globals()[name] = module
-        return module
-    raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
-
-
-def __dir__() -> List[str]:
-    return sorted(list(globals().keys()) + __all__)
-
-
-if TYPE_CHECKING:
-    from . import torch as torch  # type: ignore
-    from . import paddle as paddle  # type: ignore
+__all__ = ["torch", "paddle"]
+
+from importlib import import_module
+from typing import TYPE_CHECKING, Any, List
+
+
+def __getattr__(name: str) -> Any:
+    if name in __all__:
+        module = import_module(f"{__name__}.{name}")
+        globals()[name] = module
+        return module
+    raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
+
+
+def __dir__() -> List[str]:
+    return sorted(list(globals().keys()) + __all__)
+
+
+if TYPE_CHECKING:
+    from . import torch as torch  # type: ignore
+    from . import paddle as paddle  # type: ignore