diff --git a/docs/CARS.md b/docs/CARS.md
index 9b3322ac8e..c0bd62eb3f 100644
--- a/docs/CARS.md
+++ b/docs/CARS.md
@@ -95,7 +95,7 @@ How We Rate The Cars
|Kia|Ceed 2019|SCC + LKAS|
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|Kia|Forte 2018|SCC + LKAS|
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|Kia|Forte 2019-21|SCC + LKAS|
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-|Kia|K5 2021-22|SCC + LFA|
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+|Kia|K5 2021-22|SCC|
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|Kia|Niro Hybrid 2021|SCC + LKAS|
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|Kia|Niro Hybrid 2022|SCC + LKAS|
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|Kia|Optima 2019|SCC + LKAS|
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diff --git a/selfdrive/car/body/interface.py b/selfdrive/car/body/interface.py
index 3d6bd5e22a..e85735b1a6 100644
--- a/selfdrive/car/body/interface.py
+++ b/selfdrive/car/body/interface.py
@@ -19,7 +19,6 @@ class CarInterface(CarInterfaceBase):
ret.minSteerSpeed = -math.inf
ret.maxLateralAccel = math.inf # TODO: set to a reasonable value
ret.steerRatio = 0.5
- ret.steerRateCost = 0.5
ret.steerLimitTimer = 1.0
ret.steerActuatorDelay = 0.
diff --git a/selfdrive/car/chrysler/interface.py b/selfdrive/car/chrysler/interface.py
index 55672dd4ab..817a5b387e 100755
--- a/selfdrive/car/chrysler/interface.py
+++ b/selfdrive/car/chrysler/interface.py
@@ -20,7 +20,6 @@ class CarInterface(CarInterfaceBase):
ret.lateralTuning.pid.kpV, ret.lateralTuning.pid.kiV = [[0.15, 0.30], [0.03, 0.05]]
ret.lateralTuning.pid.kf = 0.00006 # full torque for 10 deg at 80mph means 0.00007818594
ret.steerActuatorDelay = 0.1
- ret.steerRateCost = 0.7
ret.steerLimitTimer = 0.4
if candidate in (CAR.JEEP_CHEROKEE, CAR.JEEP_CHEROKEE_2019):
diff --git a/selfdrive/car/ford/interface.py b/selfdrive/car/ford/interface.py
index ec7c723669..c608cc08d9 100644
--- a/selfdrive/car/ford/interface.py
+++ b/selfdrive/car/ford/interface.py
@@ -59,7 +59,6 @@ class CarInterface(CarInterfaceBase):
# LCA can steer down to zero
ret.minSteerSpeed = 0.
- ret.steerRateCost = 1.0
ret.centerToFront = ret.wheelbase * 0.44
ret.rotationalInertia = scale_rot_inertia(ret.mass, ret.wheelbase)
diff --git a/selfdrive/car/gm/interface.py b/selfdrive/car/gm/interface.py
index 4beb5da366..723fe54930 100755
--- a/selfdrive/car/gm/interface.py
+++ b/selfdrive/car/gm/interface.py
@@ -70,7 +70,6 @@ class CarInterface(CarInterfaceBase):
ret.lateralTuning.pid.kiBP, ret.lateralTuning.pid.kpBP = [[0.], [0.]]
ret.lateralTuning.pid.kpV, ret.lateralTuning.pid.kiV = [[0.2], [0.00]]
ret.lateralTuning.pid.kf = 0.00004 # full torque for 20 deg at 80mph means 0.00007818594
- ret.steerRateCost = 1.0
ret.steerActuatorDelay = 0.1 # Default delay, not measured yet
ret.longitudinalTuning.kpBP = [5., 35.]
diff --git a/selfdrive/car/honda/interface.py b/selfdrive/car/honda/interface.py
index ea7deab5d7..994152608e 100755
--- a/selfdrive/car/honda/interface.py
+++ b/selfdrive/car/honda/interface.py
@@ -319,7 +319,6 @@ class CarInterface(CarInterfaceBase):
tire_stiffness_factor=tire_stiffness_factor)
ret.steerActuatorDelay = 0.1
- ret.steerRateCost = 0.5
ret.steerLimitTimer = 0.8
return ret
diff --git a/selfdrive/car/hyundai/interface.py b/selfdrive/car/hyundai/interface.py
index 6fd75ebfab..497d6b3f30 100644
--- a/selfdrive/car/hyundai/interface.py
+++ b/selfdrive/car/hyundai/interface.py
@@ -43,7 +43,6 @@ class CarInterface(CarInterfaceBase):
ret.dashcamOnly = not os.path.exists('/data/enable-ev6')
ret.steerActuatorDelay = 0.1 # Default delay
- ret.steerRateCost = 0.5
ret.steerLimitTimer = 0.4
tire_stiffness_factor = 1.
diff --git a/selfdrive/car/hyundai/values.py b/selfdrive/car/hyundai/values.py
index 4ca81fdb40..df7ce1e6f4 100644
--- a/selfdrive/car/hyundai/values.py
+++ b/selfdrive/car/hyundai/values.py
@@ -80,6 +80,8 @@ class CAR:
@dataclass
class HyundaiCarInfo(CarInfo):
+ # TODO: we can probably remove LKAS. LKAS is standard on many
+ # HKG and for others, it's likely packaged together with SCC
package: str = "SCC + LKAS"
good_torque: bool = True
@@ -121,7 +123,7 @@ CAR_INFO: Dict[str, Optional[Union[HyundaiCarInfo, List[HyundaiCarInfo]]]] = {
HyundaiCarInfo("Kia Forte 2018", harness=Harness.hyundai_b),
HyundaiCarInfo("Kia Forte 2019-21", harness=Harness.hyundai_g),
],
- CAR.KIA_K5_2021: HyundaiCarInfo("Kia K5 2021-22", "SCC + LFA", harness=Harness.hyundai_a),
+ CAR.KIA_K5_2021: HyundaiCarInfo("Kia K5 2021-22", "SCC", harness=Harness.hyundai_a),
CAR.KIA_NIRO_EV: [
HyundaiCarInfo("Kia Niro Electric 2019-20", "All", video_link="https://www.youtube.com/watch?v=lT7zcG6ZpGo", harness=Harness.hyundai_f),
HyundaiCarInfo("Kia Niro Electric 2021", "All", video_link="https://www.youtube.com/watch?v=lT7zcG6ZpGo", harness=Harness.hyundai_c),
diff --git a/selfdrive/car/mazda/interface.py b/selfdrive/car/mazda/interface.py
index 0ef573c6b6..cbeb910de2 100755
--- a/selfdrive/car/mazda/interface.py
+++ b/selfdrive/car/mazda/interface.py
@@ -25,7 +25,6 @@ class CarInterface(CarInterfaceBase):
ret.dashcamOnly = candidate not in (CAR.CX5_2022, CAR.CX9_2021)
ret.steerActuatorDelay = 0.1
- ret.steerRateCost = 1.0
ret.steerLimitTimer = 0.8
tire_stiffness_factor = 0.70 # not optimized yet
diff --git a/selfdrive/car/nissan/interface.py b/selfdrive/car/nissan/interface.py
index 3bf34e8266..436cef68bf 100644
--- a/selfdrive/car/nissan/interface.py
+++ b/selfdrive/car/nissan/interface.py
@@ -14,7 +14,6 @@ class CarInterface(CarInterfaceBase):
ret.safetyConfigs = [get_safety_config(car.CarParams.SafetyModel.nissan)]
ret.steerLimitTimer = 1.0
- ret.steerRateCost = 0.5
ret.steerActuatorDelay = 0.1
diff --git a/selfdrive/car/subaru/interface.py b/selfdrive/car/subaru/interface.py
index d0d8e91ce1..8c5cab86e8 100644
--- a/selfdrive/car/subaru/interface.py
+++ b/selfdrive/car/subaru/interface.py
@@ -22,7 +22,6 @@ class CarInterface(CarInterfaceBase):
ret.dashcamOnly = candidate in PREGLOBAL_CARS
- ret.steerRateCost = 0.7
ret.steerLimitTimer = 0.4
if candidate == CAR.ASCENT:
diff --git a/selfdrive/car/tesla/interface.py b/selfdrive/car/tesla/interface.py
index 71594cecb6..d4eda38e64 100755
--- a/selfdrive/car/tesla/interface.py
+++ b/selfdrive/car/tesla/interface.py
@@ -42,7 +42,6 @@ class CarInterface(CarInterfaceBase):
ret.steerLimitTimer = 1.0
ret.steerActuatorDelay = 0.25
- ret.steerRateCost = 0.5
if candidate in (CAR.AP2_MODELS, CAR.AP1_MODELS):
ret.mass = 2100. + STD_CARGO_KG
diff --git a/selfdrive/car/tests/test_car_interfaces.py b/selfdrive/car/tests/test_car_interfaces.py
index 52c89440c7..15df1aafef 100755
--- a/selfdrive/car/tests/test_car_interfaces.py
+++ b/selfdrive/car/tests/test_car_interfaces.py
@@ -33,7 +33,6 @@ class TestCarInterfaces(unittest.TestCase):
assert car_interface
self.assertGreater(car_params.mass, 1)
- self.assertGreater(car_params.steerRateCost, 1e-3)
if car_params.steerControlType != car.CarParams.SteerControlType.angle:
tuning = car_params.lateralTuning.which()
diff --git a/selfdrive/car/tests/test_models.py b/selfdrive/car/tests/test_models.py
index 9ab881279b..27dc4ba776 100755
--- a/selfdrive/car/tests/test_models.py
+++ b/selfdrive/car/tests/test_models.py
@@ -121,7 +121,6 @@ class TestCarModelBase(unittest.TestCase):
# make sure car params are within a valid range
self.assertGreater(self.CP.mass, 1)
- self.assertGreater(self.CP.steerRateCost, 1e-3)
if self.CP.steerControlType != car.CarParams.SteerControlType.angle:
tuning = self.CP.lateralTuning.which()
diff --git a/selfdrive/car/toyota/interface.py b/selfdrive/car/toyota/interface.py
index 7969775a89..d0f4789775 100644
--- a/selfdrive/car/toyota/interface.py
+++ b/selfdrive/car/toyota/interface.py
@@ -213,7 +213,6 @@ class CarInterface(CarInterfaceBase):
ret.mass = 4305. * CV.LB_TO_KG + STD_CARGO_KG
set_lat_tune(ret.lateralTuning, LatTunes.PID_J)
- ret.steerRateCost = 1.
ret.centerToFront = ret.wheelbase * 0.44
# TODO: get actual value, for now starting with reasonable value for
diff --git a/selfdrive/car/volkswagen/interface.py b/selfdrive/car/volkswagen/interface.py
index 3a0d7c8ce8..6782105c16 100644
--- a/selfdrive/car/volkswagen/interface.py
+++ b/selfdrive/car/volkswagen/interface.py
@@ -45,7 +45,6 @@ class CarInterface(CarInterfaceBase):
# Global lateral tuning defaults, can be overridden per-vehicle
ret.steerActuatorDelay = 0.1
- ret.steerRateCost = 1.0
ret.steerLimitTimer = 0.4
ret.steerRatio = 15.6 # Let the params learner figure this out
tire_stiffness_factor = 1.0 # Let the params learner figure this out
diff --git a/selfdrive/controls/lib/lateral_planner.py b/selfdrive/controls/lib/lateral_planner.py
index ec21c16e91..019a19fb1d 100644
--- a/selfdrive/controls/lib/lateral_planner.py
+++ b/selfdrive/controls/lib/lateral_planner.py
@@ -11,13 +11,12 @@ from cereal import log
class LateralPlanner:
- def __init__(self, CP, use_lanelines=True, wide_camera=False):
+ def __init__(self, use_lanelines=True, wide_camera=False):
self.use_lanelines = use_lanelines
self.LP = LanePlanner(wide_camera)
self.DH = DesireHelper()
self.last_cloudlog_t = 0
- self.steer_rate_cost = CP.steerRateCost
self.solution_invalid_cnt = 0
self.path_xyz = np.zeros((TRAJECTORY_SIZE, 3))
@@ -59,12 +58,12 @@ class LateralPlanner:
# Calculate final driving path and set MPC costs
if self.use_lanelines:
d_path_xyz = self.LP.get_d_path(v_ego, self.t_idxs, self.path_xyz)
- self.lat_mpc.set_weights(MPC_COST_LAT.PATH, MPC_COST_LAT.HEADING, self.steer_rate_cost)
+ self.lat_mpc.set_weights(MPC_COST_LAT.PATH, MPC_COST_LAT.HEADING, MPC_COST_LAT.STEER_RATE)
else:
d_path_xyz = self.path_xyz
# Heading cost is useful at low speed, otherwise end of plan can be off-heading
heading_cost = interp(v_ego, [5.0, 10.0], [MPC_COST_LAT.HEADING, 0.15])
- self.lat_mpc.set_weights(MPC_COST_LAT.PATH, heading_cost, self.steer_rate_cost)
+ self.lat_mpc.set_weights(MPC_COST_LAT.PATH, heading_cost, MPC_COST_LAT.STEER_RATE)
y_pts = np.interp(v_ego * self.t_idxs[:LAT_MPC_N + 1], np.linalg.norm(d_path_xyz, axis=1), d_path_xyz[:, 1])
heading_pts = np.interp(v_ego * self.t_idxs[:LAT_MPC_N + 1], np.linalg.norm(self.path_xyz, axis=1), self.plan_yaw)
@@ -79,7 +78,7 @@ class LateralPlanner:
y_pts,
heading_pts)
# init state for next
- # mpc.u_sol is the desired curvature rate given x0 curv state.
+ # mpc.u_sol is the desired curvature rate given x0 curv state.
# with x0[3] = measured_curvature, this would be the actual desired rate.
# instead, interpolate x_sol so that x0[3] is the desired curvature for lat_control.
self.x0[3] = interp(DT_MDL, self.t_idxs[:LAT_MPC_N + 1], self.lat_mpc.x_sol[:, 3])
diff --git a/selfdrive/controls/plannerd.py b/selfdrive/controls/plannerd.py
index 06807b2a5c..9356a55d84 100755
--- a/selfdrive/controls/plannerd.py
+++ b/selfdrive/controls/plannerd.py
@@ -22,7 +22,7 @@ def plannerd_thread(sm=None, pm=None):
cloudlog.event("e2e mode", on=use_lanelines)
longitudinal_planner = Planner(CP)
- lateral_planner = LateralPlanner(CP, use_lanelines=use_lanelines, wide_camera=wide_camera)
+ lateral_planner = LateralPlanner(use_lanelines=use_lanelines, wide_camera=wide_camera)
if sm is None:
sm = messaging.SubMaster(['carState', 'controlsState', 'radarState', 'modelV2'],
diff --git a/selfdrive/modeld/models/driving.h b/selfdrive/modeld/models/driving.h
index 97e65fbc0e..a691051636 100644
--- a/selfdrive/modeld/models/driving.h
+++ b/selfdrive/modeld/models/driving.h
@@ -245,7 +245,7 @@ struct ModelOutput {
constexpr int OUTPUT_SIZE = sizeof(ModelOutput) / sizeof(float);
#ifdef TEMPORAL
- constexpr int TEMPORAL_SIZE = 512;
+ constexpr int TEMPORAL_SIZE = 512+256;
#else
constexpr int TEMPORAL_SIZE = 0;
#endif
diff --git a/selfdrive/modeld/models/supercombo.dlc b/selfdrive/modeld/models/supercombo.dlc
index 23f6d904fb..90f7a2e65b 100644
--- a/selfdrive/modeld/models/supercombo.dlc
+++ b/selfdrive/modeld/models/supercombo.dlc
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:027cbb1fabae369878271cb0e3505071a8bdaa07473fad9a0b2e8d695c5dc1ff
-size 76725611
+oid sha256:4c2cb3a3054f3292bbe538d6b793908dc2e234c200802d41b6766d3cb51b0b44
+size 101662751
diff --git a/selfdrive/modeld/models/supercombo.onnx b/selfdrive/modeld/models/supercombo.onnx
index 9023c18dd7..0493398560 100644
--- a/selfdrive/modeld/models/supercombo.onnx
+++ b/selfdrive/modeld/models/supercombo.onnx
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:484976ea5bd4ddcabc82e95faf30d7311a27802c1e337472558699fa2395a499
-size 77472267
+oid sha256:96b60d0bfd1386c93b4f79195aa1c5e77b23e0250578a308ee2c58857ed5eb49
+size 102570834
diff --git a/selfdrive/modeld/thneed/compile.cc b/selfdrive/modeld/thneed/compile.cc
index f76c63b2b9..a2f55ffd97 100644
--- a/selfdrive/modeld/thneed/compile.cc
+++ b/selfdrive/modeld/thneed/compile.cc
@@ -5,7 +5,7 @@
#include "selfdrive/modeld/thneed/thneed.h"
#include "system/hardware/hw.h"
-#define TEMPORAL_SIZE 512
+#define TEMPORAL_SIZE 512+256
#define DESIRE_LEN 8
#define TRAFFIC_CONVENTION_LEN 2
diff --git a/selfdrive/modeld/thneed/optimizer.cc b/selfdrive/modeld/thneed/optimizer.cc
index 03d20ff386..39737d3d76 100644
--- a/selfdrive/modeld/thneed/optimizer.cc
+++ b/selfdrive/modeld/thneed/optimizer.cc
@@ -9,7 +9,7 @@
extern map g_program_source;
-static int is_same_size_image(cl_mem a, cl_mem b) {
+/*static int is_same_size_image(cl_mem a, cl_mem b) {
size_t a_width, a_height, a_depth, a_array_size, a_row_pitch, a_slice_pitch;
clGetImageInfo(a, CL_IMAGE_WIDTH, sizeof(a_width), &a_width, NULL);
clGetImageInfo(a, CL_IMAGE_HEIGHT, sizeof(a_height), &a_height, NULL);
@@ -29,7 +29,7 @@ static int is_same_size_image(cl_mem a, cl_mem b) {
return (a_width == b_width) && (a_height == b_height) &&
(a_depth == b_depth) && (a_array_size == b_array_size) &&
(a_row_pitch == b_row_pitch) && (a_slice_pitch == b_slice_pitch);
-}
+}*/
static cl_mem make_image_like(cl_context context, cl_mem val) {
cl_image_format format;
@@ -138,7 +138,7 @@ int Thneed::optimize() {
// delete useless copy layers
// saves ~0.7 ms
- if (kq[i]->name == "concatenation" || kq[i]->name == "flatten") {
+ /*if (kq[i]->name == "concatenation" || kq[i]->name == "flatten") {
string in = kq[i]->args[kq[i]->get_arg_num("input")];
string out = kq[i]->args[kq[i]->get_arg_num("output")];
if (is_same_size_image(*(cl_mem*)in.data(), *(cl_mem*)out.data())) {
@@ -148,7 +148,7 @@ int Thneed::optimize() {
kq.erase(kq.begin()+i); --i;
}
- }
+ }*/
// NOTE: if activations/accumulation are done in the wrong order, this will be wrong
diff --git a/selfdrive/test/process_replay/model_replay_ref_commit b/selfdrive/test/process_replay/model_replay_ref_commit
index a7a909d2a4..54c2ed54ad 100644
--- a/selfdrive/test/process_replay/model_replay_ref_commit
+++ b/selfdrive/test/process_replay/model_replay_ref_commit
@@ -1 +1 @@
-512a9d4596c8faba304d6f7ded2ce77837357b65
+629eaa7b26d1721a71547f9de880f99732cb27f3
diff --git a/selfdrive/test/process_replay/ref_commit b/selfdrive/test/process_replay/ref_commit
index b8976e5f38..8ed68d5bdd 100644
--- a/selfdrive/test/process_replay/ref_commit
+++ b/selfdrive/test/process_replay/ref_commit
@@ -1 +1 @@
-1d66eed104dbc124c4e5679f5dddf40197b86ce9
+ed1dfb8b155ebcd8fdad4e06462b3bb7869fc67b
diff --git a/selfdrive/thermald/thermald.py b/selfdrive/thermald/thermald.py
index b909d1198c..6cf5c428a8 100755
--- a/selfdrive/thermald/thermald.py
+++ b/selfdrive/thermald/thermald.py
@@ -220,7 +220,7 @@ def thermald_thread(end_event, hw_queue):
if TICI:
fan_controller = TiciFanController()
- elif (sec_since_boot() - sm.rcv_time['pandaStates']/1e9) > DISCONNECT_TIMEOUT:
+ elif (sec_since_boot() - sm.rcv_time['pandaStates']) > DISCONNECT_TIMEOUT:
if onroad_conditions["ignition"]:
onroad_conditions["ignition"] = False
cloudlog.error("panda timed out onroad")