[Diffusion] Simplify DLO host plan setup

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>

tests/diffusion/model_loader/test_diffusers_loader.py

@@ -310,6 +310,7 @@ def test_dlo_transfers_loader_plan_and_skips_ordinary_weight_loading(monkeypatch
 
     assert loader.load_model(load_device="cpu") is model
     assert not loaded_ordinary_weights
+    assert plan.requires_backend
     assert loader.take_host_weight_plan() is plan
     assert loader.take_host_weight_plan() is None
 
@@ -449,7 +450,6 @@ def test_dlo_host_weight_cache_is_built_after_final_post_load_mutation(monkeypat
         backing_kind="host_weight_cache",
         bindings={},
         runtime_layout_key="layout-key",
-        post_load_complete=True,
     )
 
     def load_weights(_model):
@@ -530,7 +530,6 @@ def test_dlo_host_weight_cache_prefers_final_layout_over_checkpoint_plan(monkeyp
         backing_kind="host_weight_cache",
         bindings={},
         runtime_layout_key="layout-key",
-        post_load_complete=True,
     )
 
     loader._init_from_load_format = lambda *_args, **_kwargs: model  # type: ignore[method-assign]

tests/diffusion/model_loader/test_host_weight_cache.py

@@ -90,7 +90,7 @@ def test_equivalent_process_layouts_reuse_one_entry(tmp_path):
     assert first.plan is not None
     assert second.plan is not None
     assert first.plan.runtime_layout_key == second.plan.runtime_layout_key
-    assert first.plan.post_load_complete
+    assert not first.plan.requires_backend
     assert {binding.file_path for binding in first.plan.bindings.values()} == {
         binding.file_path for binding in second.plan.bindings.values()
     }