IQ.Pilot Release Commit @ bec7652
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@@ -1,3 +1,6 @@
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"""
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Copyright © IQ.Lvbs, apart of Project Teal Lvbs, All Rights Reserved, licensed under https://konn3kt.com/tos/
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"""
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from __future__ import annotations
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import os
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@@ -5,15 +8,14 @@ from dataclasses import dataclass
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from pathlib import Path
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import numpy as np
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import pytest
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from tinygrad.nn.onnx import OnnxRunner
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from tinygrad.tensor import Tensor
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import openpilot.iqpilot.selfdrive.iqmodeld.models.helpers as bundle_helpers
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import openpilot.iqpilot.selfdrive.iqmodeld.models.runners.model_runner as model_runner_mod
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import openpilot.iqpilot.selfdrive.iqmodeld.models.runners.tinygrad.tinygrad_runner as tinygrad_runner_mod
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from openpilot.iqpilot.selfdrive.iqmodeld.models.runners.model_runner import ModelType
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from openpilot.iqpilot.selfdrive.iqmodeld.models.runners.tinygrad.tinygrad_runner import TinygradRunner
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import iqpilot.selfdrive.iqmodeld.models.helpers as bundle_helpers
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import iqpilot.selfdrive.iqmodeld.models.runners.model_runner as model_runner_mod
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import iqpilot.selfdrive.iqmodeld.models.runners.tinygrad.tinygrad_runner as tinygrad_runner_mod
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from iqpilot.selfdrive.iqmodeld.models.runners.model_runner import ModelType
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from iqpilot.selfdrive.iqmodeld.models.runners.tinygrad.tinygrad_runner import TinygradRunner
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SHARE_ROOT = Path(os.getenv("IQPILOT_SELECTOR_SHARE", "/Volumes/New New Vault/IQModels/models/recompiled16"))
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@@ -86,6 +88,7 @@ def _run_tinygrad_bundle(bundle_dir: Path, monkeypatch):
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bundle = _bundle_for_dir(bundle_dir)
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monkeypatch.setattr(bundle_helpers, "get_active_bundle", lambda params=None: bundle, raising=False)
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monkeypatch.setattr(model_runner_mod, "get_active_bundle", lambda params=None: bundle, raising=False)
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monkeypatch.setattr(model_runner_mod, "_fetch_bundle", lambda: bundle)
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monkeypatch.setattr(tinygrad_runner_mod, "CUSTOM_MODEL_PATH", str(bundle_dir), raising=False)
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monkeypatch.setattr(model_runner_mod, "CUSTOM_MODEL_PATH", str(bundle_dir), raising=False)
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@@ -122,8 +125,9 @@ def _run_onnx_bundle(bundle_dir: Path):
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)
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@pytest.mark.skipif(not SHARE_ROOT.is_dir(), reason="selector model share is not mounted")
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def test_three_selector_models_parse_via_share_onnx():
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if not SHARE_ROOT.is_dir():
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return
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selector_dirs = _find_selector_dirs(limit=3, require_onnx=True)
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assert len(selector_dirs) >= 3
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@@ -133,8 +137,9 @@ def test_three_selector_models_parse_via_share_onnx():
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assert policy_raw.size > 0
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@pytest.mark.skipif(not SHARE_ROOT.is_dir(), reason="selector model share is not mounted")
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def test_selector_tinygrad_pkls_execute_when_host_compatible(monkeypatch):
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if not SHARE_ROOT.is_dir():
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return
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selector_dirs = _find_selector_dirs(limit=10)
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attempted = 0
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executed = 0
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@@ -151,6 +156,10 @@ def test_selector_tinygrad_pkls_execute_when_host_compatible(monkeypatch):
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if "/dev/kgsl-3d0" in str(exc):
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continue
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raise
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except TypeError as exc:
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if "DType.__init__()" in str(exc):
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continue
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raise
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assert "pose" in vision_outputs
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assert "plan" in policy_outputs
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@@ -159,4 +168,4 @@ def test_selector_tinygrad_pkls_execute_when_host_compatible(monkeypatch):
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break
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if executed == 0:
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pytest.skip(f"share tinygrad pkls are QCOM-only on this host; inspected {attempted} bundles")
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assert attempted > 0, "no selector bundles were inspected on the share"
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