New model: better laneless (commaai#24605)

* Fix ping pong

* Fix hugging: e6fd3a62-aa86-46d1-a414-19137ed1babc/800

* Remove lateral toggle

* a6da6265-1952-48dd-986b-2b5996dd2642/950

* Model replay commit

* Revert "Remove lateral toggle"

This reverts commit 69e57eb.

Author: haraschax

models/supercombo.dlc

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ba3fe3e61853cc1434e3e220f40c8e9d1f1b9bab8458196ba3bea6a10b82c6ed
-size 72718099
+oid sha256:027cbb1fabae369878271cb0e3505071a8bdaa07473fad9a0b2e8d695c5dc1ff
+size 76725611

models/supercombo.onnx

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bda57c1a66944f5a633ecd739a24d62702c717a234f2fdcc499dfa1d61c3c19e
-size 73147489
+oid sha256:484976ea5bd4ddcabc82e95faf30d7311a27802c1e337472558699fa2395a499
+size 77472267

selfdrive/controls/lib/lateral_planner.py

@@ -62,10 +62,9 @@ def update(self, sm):
       self.lat_mpc.set_weights(MPC_COST_LAT.PATH, MPC_COST_LAT.HEADING, self.steer_rate_cost)
     else:
       d_path_xyz = self.path_xyz
-      path_cost = np.clip(abs(self.path_xyz[0, 1] / self.path_xyz_stds[0, 1]), 0.5, 1.5) * MPC_COST_LAT.PATH
       # 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, 0.0])
-      self.lat_mpc.set_weights(path_cost, heading_cost, self.steer_rate_cost)
+      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)
 
     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)

selfdrive/test/process_replay/model_replay_ref_commit

@@ -1 +1 @@
-5fb5cd71a6e878cf45593ecea22c93e932f70c31
+f74ab97371be93fdc28333e5ea12bbb78c3a32d0