PlotJuggler: Tuning layout (#22902)
* PlotJuggler layout for lateral and longitudinal tuning * update README and tuning PR templatebody
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@ -8,15 +8,16 @@ assignees: ''
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**Description**
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<!-- A description of what is wrong with the current tuning and how the PR adresses this. -->
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<!-- A description of what is wrong with the current tuning and how the PR addresses this. -->
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**Verification**
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<!-- To verify a longitudinal tuning PRs we need the plotjuggler plots of several scenarios of the desired speed/accel (first value from longitudinalPlan message)
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vs measured speed/accel (from carState message), we need these plots for before and after the changes in the PR. For lateral tuning PRs we need plots of the
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desired steeringAngle vs actual steeringAngle. These scenarios don't need to be exactly followed, but do need to be broadly captured.
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<!-- To verify tuning, capture the following scenarios (broadly, not exactly), with current tune and this tune.
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Use the PlotJuggler tuning layout to compare planned versus actual behavior.
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For longitudinal we need plots of before and after for all of the following scenarios:
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Run ./juggle.py <route> --layout layouts/tuning.xml , screenshot the full tab of interest, and paste into this PR.
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Longitudinal:
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* Maintaining speed at 25, 40, 65mph
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* Driving up and down hills
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* Accelerating from a stop
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@ -24,10 +25,8 @@ For longitudinal we need plots of before and after for all of the following scen
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* Following large changes in set speed
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* Coming to a stop behind a lead car
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For lateral we need plots of before and after for all of the following scenarios:
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Lateral:
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* Straight driving at ~25, ~45 and ~65mph
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* Turns driving at ~25, ~45 and ~65mph
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-->
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@ -47,7 +47,13 @@ If streaming to PlotJuggler from a replay on your PC, simply run: `./juggle.py -
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For a quick demo, go through the installation step and run this command:
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`./juggle.py "https://commadataci.blob.core.windows.net/openpilotci/d83f36766f8012a5/2020-02-05--18-42-21/0/rlog.bz2" --layout=demo_layout.xml`
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`./juggle.py "https://commadataci.blob.core.windows.net/openpilotci/d83f36766f8012a5/2020-02-05--18-42-21/0/rlog.bz2" --layout=layouts/demo.xml`
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## Tuning
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Use this layout to generate plots for tuning PRs. Also see tuning wiki and tuning PR template.
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`--layout layouts/tuning.xml`
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![screenshot](https://i.imgur.com/cizHCH3.png)
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@ -114,6 +114,6 @@ if __name__ == "__main__":
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args = arg_parser.parse_args(sys.argv[1:])
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if args.stream:
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start_juggler()
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start_juggler(layout=args.layout)
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else:
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juggle_route(args.route_name, args.segment_number, args.segment_count, args.qlog, args.can, args.layout)
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@ -0,0 +1,289 @@
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<?xml version='1.0' encoding='UTF-8'?>
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<root version="2.3.8">
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<tabbed_widget name="Main Window" parent="main_window">
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<Tab tab_name="Lateral" containers="1">
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<Container>
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<DockSplitter sizes="0.2;0.2;0.2;0.2;0.2" orientation="-" count="5">
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<DockArea name="Velocity [m/s]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="23.655731" right="299.969780" top="31.072848" left="0.024389"/>
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<limitY/>
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<curve name="/carState/vEgo" color="#0072b2"/>
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</plot>
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</DockArea>
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<DockArea name="Curvature [1/m] True [blue] Vehicle Model [purple] Plan [green]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.001618" right="299.969780" top="0.001706" left="0.024389"/>
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<limitY/>
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<curve name="engaged curvature plan" color="#009e73"/>
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<curve name="engaged curvature vehicle model" color="#785ef0"/>
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<curve name="engaged curvature yaw" color="#0072b2"/>
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</plot>
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</DockArea>
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<DockArea name="Roll [rad]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.086784" right="299.969780" top="0.007461" left="0.024389"/>
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<limitY/>
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<curve name="/liveLocationKalman/calibratedOrientationNED/value/0" color="#ffb000"/>
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</plot>
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</DockArea>
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<DockArea name="Engaged [green] Steering Pressed [blue]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.025000" right="299.969780" top="1.025000" left="0.024389"/>
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<limitY/>
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<curve name="/controlsState/enabled" color="#009e73"/>
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<curve name="/carState/steeringPressed" color="#0072b2"/>
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</plot>
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</DockArea>
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<DockArea name="Steering Limited: Rate [orange] Saturated [magenta]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.025000" right="299.969780" top="1.025000" left="0.024389"/>
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<limitY/>
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<curve name="/carState/steeringRateLimited" color="#ffb000"/>
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<curve name="/controlsState/lateralControlState/pidState/saturated" color="#dc267f"/>
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</plot>
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</DockArea>
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</DockSplitter>
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</Container>
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</Tab>
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<Tab tab_name="Longitudinal" containers="1">
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<Container>
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<DockSplitter sizes="0.2;0.2;0.2;0.2;0.2" orientation="-" count="5">
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<DockArea name="Velocity [m/s] True [blue] Plan [green]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="23.655731" right="299.969780" top="31.072848" left="0.024389"/>
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<limitY/>
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<curve name="/longitudinalPlan/speeds/0" color="#009e73"/>
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<curve name="/carState/vEgo" color="#0072b2"/>
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</plot>
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</DockArea>
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<DockArea name="Acceleration [m/s^2] True [blue] Actuator [purple] Plan [green]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.832626" right="299.969780" top="1.070051" left="0.024389"/>
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<limitY/>
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<curve name="engaged_accel_plan" color="#009e73"/>
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<curve name="engaged_accel_actuator" color="#785ef0"/>
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<curve name="engaged_accel_actual" color="#0072b2"/>
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</plot>
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</DockArea>
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<DockArea name="Pitch [rad]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.073326" right="299.969780" top="0.008998" left="0.024389"/>
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<limitY/>
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<curve name="/liveLocationKalman/calibratedOrientationNED/value/1" color="#ffb000"/>
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</plot>
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</DockArea>
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<DockArea name="Engaged [green] Gas [orange] Brake [magenta]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.025000" right="299.969780" top="1.025000" left="0.024389"/>
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<limitY/>
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<curve name="/carControl/active" color="#009e73"/>
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<curve name="/carState/gasPressed" color="#ffb000"/>
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<curve name="/carState/brakePressed" color="#dc267f"/>
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</plot>
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</DockArea>
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<DockArea name="State [blue: off,pid,stop,start] Source [green: cruise,lead0,lead1,lead2,e2e]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.050000" right="299.969780" top="2.050000" left="0.024389"/>
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<limitY/>
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<curve name="/carControl/actuators/longControlState" color="#0072b2"/>
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<curve name="/longitudinalPlan/longitudinalPlanSource" color="#009e73"/>
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</plot>
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</DockArea>
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</DockSplitter>
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</Container>
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</Tab>
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<Tab tab_name="Lateral Debug" containers="1">
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<Container>
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<DockSplitter sizes="0.250564;0.249436;0.250564;0.249436" orientation="-" count="4">
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<DockArea name="Controller F [magenta] P [purple] I [blue]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.564869" right="299.969780" top="0.506951" left="0.024389"/>
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<limitY/>
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<curve name="/controlsState/lateralControlState/pidState/f" color="#f14cc1"/>
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<curve name="/controlsState/lateralControlState/pidState/p" color="#9467bd"/>
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<curve name="/controlsState/lateralControlState/pidState/i" color="#17becf"/>
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</plot>
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</DockArea>
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<DockArea name="Driver Torque [blue] EPS Torque [green]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-216.025000" right="299.969780" top="205.025000" left="0.024389"/>
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<limitY/>
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<curve name="/carState/steeringTorqueEps" color="#009e73"/>
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<curve name="/carState/steeringTorque" color="#0072b2"/>
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</plot>
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</DockArea>
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<DockArea name="Engaged [green] Steering Pressed [blue]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.025000" right="299.969780" top="1.025000" left="0.024389"/>
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<limitY/>
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<curve name="/carState/steeringPressed" color="#0072b2"/>
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<curve name="/carControl/active" color="#009e73"/>
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</plot>
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</DockArea>
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<DockArea name="Steering Limited: Rate [orange] Saturated [magenta]">
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<plot style="Lines" mode="TimeSeries">
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<range bottom="-0.025000" right="299.969780" top="1.025000" left="0.024389"/>
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<limitY/>
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<curve name="/carState/steeringRateLimited" color="#ffb000"/>
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<curve name="/controlsState/lateralControlState/pidState/saturated" color="#dc267f"/>
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</plot>
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</DockArea>
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</DockSplitter>
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</Container>
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</Tab>t
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<currentTabIndex index="0"/>
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</tabbed_widget>
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<use_relative_time_offset enabled="1"/>
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<!-- - - - - - - - - - - - - - - -->
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<!-- - - - - - - - - - - - - - - -->
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<Plugins>
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<plugin ID="DataLoad Rlog"/>
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<plugin ID="Cereal Subscriber"/>
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</Plugins>
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<!-- - - - - - - - - - - - - - - -->
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<customMathEquations>
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<snippet name="engaged_accel_actuator">
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<global>engage_delay = 5
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last_bad_time = -engage_delay</global>
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<function>accel = value
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brake = v1
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gas = v2
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active = v3
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if (brake ~= 0 or gas ~= 0 or active == 0) then
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last_bad_time = time
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end
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if (time > last_bad_time + engage_delay) then
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return value
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else
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return 0
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end</function>
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<linkedSource>/carControl/actuators/accel</linkedSource>
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<additionalSources>
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<v1>/carState/brakePressed</v1>
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<v2>/carState/gasPressed</v2>
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<v3>/carControl/active</v3>
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</additionalSources>
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</snippet>
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<snippet name="engaged_accel_plan">
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<global>engage_delay = 5
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last_bad_time = -engage_delay</global>
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<function>accel = value
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brake = v1
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gas = v2
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active = v3
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if (brake ~= 0 or gas ~= 0 or active == 0) then
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last_bad_time = time
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end
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if (time > last_bad_time + engage_delay) then
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return value
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else
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return 0
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end</function>
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<linkedSource>/longitudinalPlan/accels/0</linkedSource>
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<additionalSources>
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<v1>/carState/brakePressed</v1>
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<v2>/carState/gasPressed</v2>
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<v3>/carControl/active</v3>
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</additionalSources>
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</snippet>
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<snippet name="engaged_accel_actual">
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<global>engage_delay = 5
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last_bad_time = -engage_delay</global>
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<function>accel = value
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brake = v1
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gas = v2
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active = v3
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if (brake ~= 0 or gas ~= 0 or active == 0) then
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last_bad_time = time
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end
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if (time > last_bad_time + engage_delay) then
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return value
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else
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return 0
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end</function>
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<linkedSource>/carState/aEgo</linkedSource>
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<additionalSources>
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<v1>/carState/brakePressed</v1>
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<v2>/carState/gasPressed</v2>
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<v3>/carControl/active</v3>
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</additionalSources>
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</snippet>
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<snippet name="engaged curvature plan">
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<global>engage_delay = 5
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last_bad_time = -engage_delay</global>
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<function>curvature = value
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pressed = v1
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active = v2
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if (pressed == 1 or active == 0) then
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last_bad_time = time
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end
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if (time > last_bad_time + engage_delay) then
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return value
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else
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return 0
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end</function>
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<linkedSource>/lateralPlan/curvatures/0</linkedSource>
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<additionalSources>
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<v1>/carState/steeringPressed</v1>
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<v2>/carControl/active</v2>
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</additionalSources>
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</snippet>
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<snippet name="engaged curvature vehicle model">
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<global>engage_delay = 5
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last_bad_time = -engage_delay</global>
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<function>curvature = value
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pressed = v1
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active = v2
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if (pressed == 1 or active == 0) then
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last_bad_time = time
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end
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if (time > last_bad_time + engage_delay) then
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return value
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else
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return 0
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end</function>
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<linkedSource>/controlsState/curvature</linkedSource>
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<additionalSources>
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<v1>/carState/steeringPressed</v1>
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<v2>/controlsState/active</v2>
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</additionalSources>
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</snippet>
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<snippet name="engaged curvature yaw">
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<global>engage_delay = 5
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last_bad_time = -engage_delay</global>
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<function>curvature = value / v3
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pressed = v1
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active = v2
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if (pressed == 1 or active == 0) then
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last_bad_time = time
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end
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if (time > last_bad_time + engage_delay) then
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return curvature
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else
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return 0
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end</function>
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<linkedSource>/liveLocationKalman/angularVelocityCalibrated/value/2</linkedSource>
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<additionalSources>
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<v1>/carState/steeringPressed</v1>
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<v2>/carControl/active</v2>
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<v3>/carState/vEgo</v3>
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</additionalSources>
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</snippet>
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</customMathEquations>
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<snippets/>
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<!-- - - - - - - - - - - - - - - -->
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</root>
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Reference in New Issue