fix: add missing inductor options for torch.compile

Add max_autotune, epilogue_fusion, triton.cudagraphs, max_fusion_size
options to match the reference implementation.

Author: Han Wang

deepmd/pt_expt/train/training.py

@@ -222,7 +222,12 @@ def fn(
     compile_opts.pop("backend", None)
     if "options" not in compile_opts:
         compile_opts["options"] = {}
-    compile_opts["options"].setdefault("shape_padding", True)
+    opts = compile_opts["options"]
+    opts.setdefault("max_autotune", False)
+    opts.setdefault("epilogue_fusion", False)
+    opts.setdefault("triton.cudagraphs", False)
+    opts.setdefault("shape_padding", True)
+    opts.setdefault("max_fusion_size", 8)
 
     compiled_lower = torch.compile(
         traced_lower,