modeld_v2: big to small model fallback (#1974)

This commit is contained in:
James Vecellio-Grant
2026-08-31 21:15:23 -07:00
committed by Comma Device
parent 98dd4830df
commit cbd075288c
@@ -1,6 +1,12 @@
"""
Copyright (c) 2021-, Haibin Wen, sunnypilot, and a number of other contributors.
This file is part of sunnypilot and is licensed under the MIT License.
See the LICENSE.md file in the root directory for more details.
"""
import io
import requests
from unittest import mock
from openpilot.common.file_chunker import get_chunk_name
from openpilot.common.hardware import hw
@@ -22,8 +28,8 @@ class TestFallback(OpenpilotTestCase):
(tmp_path / tsfdo_file).write_bytes(b'dskfajklsdjlsfka')
monkeypatch.setattr(hw.Paths, 'model_root', staticmethod(lambda: str(tmp_path)))
big_bundle = DummyBundle(models=[DummyModel('supercombo', lebowski_file)], is_big=True)
small_bundle = DummyBundle(models=[DummyModel('supercombo', tsfdo_file)], is_big=False)
big_bundle = DummyBundle(models=[DummyModel('supercombo', lebowski_file)])
small_bundle = DummyBundle(models=[DummyModel('supercombo', tsfdo_file)])
big_pkl = modeld_module._find_driving_pkl(big_bundle)
small_pkl = modeld_module._find_driving_pkl(small_bundle)
@@ -54,74 +60,3 @@ class TestFallback(OpenpilotTestCase):
assert modeld_module.ModelState(CAM_W, CAM_H, chestnut=True).chestnut is True
except Exception as e:
assert "AMD" in str(e) or "device" in str(e).lower()
def test_runtime_fallback_from_big_to_small(self):
params = mock.MagicMock()
params.get_bool.return_value = True
big = mock.MagicMock(chestnut=True)
big.run.side_effect = RuntimeError("eGPU error")
small = mock.MagicMock(chestnut=False)
small.run.return_value = {"plan": []}
chestnut = mock.MagicMock(big=True)
model, run_count = big, 50
try:
model.run()
except Exception:
if not params.get_bool("chestnutActive"):
raise
params.put_bool("chestnutActive", False)
model = small
chestnut.big = False
run_count = 0
assert model is small
assert not chestnut.big
assert run_count == 0
params.put_bool.assert_called_with("chestnutActive", False)
model.run()
small.run.assert_called_once()
def test_runtime_stays_on_big_model_if_no_errors(self):
params = mock.MagicMock()
params.get_bool.return_value = True
big = mock.MagicMock(chestnut=True)
big.run.return_value = {"plan": [1, 2, 3]}
small = mock.MagicMock(chestnut=False)
chestnut = mock.MagicMock(big=True)
model, run_count = big, 50
try:
model.run()
except Exception:
if not params.get_bool("ChestnutActive"):
raise
params.put_bool("ChestnutActive", False)
model = small
chestnut.big = False
run_count = 0
assert model is big
assert chestnut.big is True
assert run_count == 50
params.put_bool.assert_not_called()
small.run.assert_not_called()
def test_runtime_exception_on_small_model_raises(self):
params = mock.MagicMock()
params.get_bool.return_value = False
model = mock.MagicMock(chestnut=False)
model.run.side_effect = RuntimeError("CPU error")
with self.assertRaises(RuntimeError):
try:
model.run()
except Exception:
if not params.get_bool("ChestnutActive"):
raise