Point NAS path templates at the verified bucket layout

Lee copied the artifacts to <family>/<config>/inference_model.onnx with no
nas/ prefix; verified by listing the bucket (6188 configs per family).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

Author: leeclemnet

scripts/benchmark_platform_nas_models.py

@@ -111,7 +111,7 @@ def to_requests(self, buffer_time: float, max_images: int | None) -> list[Artifa
     NasFamily(
         family="rfdetr-nas-parent",
         inference_class=RFDETRTRTInference,
-        onnx_path_template="nas/rfdetr-nas-parent/{config_id}/inference_model.onnx",
+        onnx_path_template="rfdetr-nas-parent/{config_id}/inference_model.onnx",
         configs=(
             (384, 16, 2, 2, 300),  # rfdetr-nano
             (512, 16, 2, 3, 300),  # rfdetr-small
@@ -122,7 +122,7 @@ def to_requests(self, buffer_time: float, max_images: int | None) -> list[Artifa
     NasFamily(
         family="rfdetr-nas-base-parent",
         inference_class=RFDETRTRTInference,
-        onnx_path_template="nas/rfdetr-nas-base-parent/{config_id}/inference_model.onnx",
+        onnx_path_template="rfdetr-nas-base-parent/{config_id}/inference_model.onnx",
         configs=(
             (700, 20, 1, 5, 300),  # rfdetr-xlarge
             (880, 20, 2, 5, 300),  # rfdetr-2xlarge
@@ -131,15 +131,15 @@ def to_requests(self, buffer_time: float, max_images: int | None) -> list[Artifa
     NasFamily(
         family="rfdetr-nas-pecoret-parent",
         inference_class=RFDETRTRTInference,
-        onnx_path_template="nas/rfdetr-nas-pecoret-parent/{config_id}/inference_model.onnx",
+        onnx_path_template="rfdetr-nas-pecoret-parent/{config_id}/inference_model.onnx",
         # No named model uses the PE-Core-T backbone, so this family has no
         # named-equivalent tuple to start from. Add the tuples this sweep needs.
         configs=(),
     ),
     NasFamily(
         family="rfdetr-nas-seg-parent",
         inference_class=RFDETRSegTRTInference,
-        onnx_path_template="nas/rfdetr-nas-seg-parent/{config_id}/inference_model.onnx",
+        onnx_path_template="rfdetr-nas-seg-parent/{config_id}/inference_model.onnx",
         configs=(
             (312, 12, 1, 4, 100),  # rfdetr-seg-nano
             (384, 12, 2, 4, 100),  # rfdetr-seg-small

tests/test_platform_model_inventory.py

@@ -134,7 +134,7 @@ def test_seg_family_runs_the_seg_inference_class():
 
 def test_onnx_path_follows_the_family_template():
     family = next(f for f in nas.NAS_FAMILIES if f.family == "rfdetr-nas-parent")
-    assert family.onnx_path((512, 16, 2, 3, 300)) == "nas/rfdetr-nas-parent/512_16_2_3_300/inference_model.onnx"
+    assert family.onnx_path((512, 16, 2, 3, 300)) == "rfdetr-nas-parent/512_16_2_3_300/inference_model.onnx"
 
 
 def test_a_wrong_path_template_stops_the_run_before_it_starts(monkeypatch):
@@ -144,7 +144,7 @@ def test_a_wrong_path_template_stops_the_run_before_it_starts(monkeypatch):
     monkeypatch.setattr(nas.os.path, "exists", lambda path: False)
     missing = nas.missing_artifacts(all_nas_requests())
     assert len(missing) == len(all_nas_requests())
-    assert "nas/rfdetr-nas-parent/384_16_2_2_300/inference_model.onnx" in missing
+    assert "rfdetr-nas-parent/384_16_2_2_300/inference_model.onnx" in missing
 
 
 def test_nas_rows_spell_the_tuple_out():