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Submission 2386

Submission2386
Competingyes
Challengeaido2-LFV-sim-validation
UserAndrea Censi 🇨🇭
Date submitted
Last status update
Completecomplete
DetailsEvaluation is complete.
Sisters
Result💚
Jobsstep1-simulation: 23013
Next
User labelBaseline solution using reinforcement learning
Admin priority50
Blessingn/a
User priority50

23013

Click the images to see detailed statistics about the episode.

ETHZ_autolab_technical_track-0-0

ETHZ_autolab_technical_track-1-0

ETHZ_autolab_technical_track-2-0

ETHZ_autolab_technical_track-3-0

ETHZ_autolab_technical_track-4-0

Evaluation jobs for this submission

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Job IDstepstatusup to datedate starteddate completeddurationmessage
23013step1-simulationsuccessyes0:05:56
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driven_lanedir_consec_median0.10243356431880146
survival_time_median1.2000000000000004
deviation-center-line_median0.09139112657864563
in-drivable-lane_median0


other stats
agent_compute-ego_max0.1808286820139204
agent_compute-ego_mean0.17302257988876077
agent_compute-ego_median0.17710119485855105
agent_compute-ego_min0.16251902146772904
deviation-center-line_max0.10065287437833442
deviation-center-line_mean0.08036808080754614
deviation-center-line_min0.05294630778405477
deviation-heading_max0.8604781208701127
deviation-heading_mean0.7000878458600679
deviation-heading_median0.8421934669579203
deviation-heading_min0.45821945989996904
driven_any_max0.23210399873603735
driven_any_mean0.17369759877143962
driven_any_median0.1496532208666917
driven_any_min0.13200129962281487
driven_lanedir_consec_max0.1520497363763882
driven_lanedir_consec_mean0.1069820585065818
driven_lanedir_consec_min0.06838962042552188
driven_lanedir_max0.1520497363763882
driven_lanedir_mean0.1069820585065818
driven_lanedir_median0.10243356431880146
driven_lanedir_min0.06838962042552188
in-drivable-lane_max0.5000000000000004
in-drivable-lane_mean0.1100000000000001
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.23210399873603735, "sim_physics": 0.200907792363848, "survival_time": 1.4000000000000006, "driven_lanedir": 0.1520497363763882, "sim_render-ego": 0.06342545577457973, "in-drivable-lane": 0, "agent_compute-ego": 0.1808286820139204, "deviation-heading": 0.8604781208701127, "set_robot_commands": 0.10670325585774013, "deviation-center-line": 0.09139112657864563, "driven_lanedir_consec": 0.1520497363763882, "sim_compute_sim_state": 0.04205132382256644, "sim_compute_performance-ego": 0.07077802079064506, "sim_compute_robot_state-ego": 0.08166083267756871, "sim_compute_robot_state-npc0": 0.07369688579014369, "sim_compute_robot_state-npc1": 0.07248187065124512, "sim_compute_robot_state-npc2": 0.07510006427764893, "sim_compute_robot_state-npc3": 0.07088339328765869}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.22071879784110057, "sim_physics": 0.17836886463743268, "survival_time": 1.6500000000000008, "driven_lanedir": 0.09305503935479333, "sim_render-ego": 0.06477712139938817, "in-drivable-lane": 0.5000000000000004, "agent_compute-ego": 0.16740612550215286, "deviation-heading": 0.8448485042809317, "set_robot_commands": 0.09423562252160277, "deviation-center-line": 0.06281944109801588, "driven_lanedir_consec": 0.09305503935479333, "sim_compute_sim_state": 0.04083128408952193, "sim_compute_performance-ego": 0.07558307503208969, "sim_compute_robot_state-ego": 0.07522903789173473, "sim_compute_robot_state-npc0": 0.0733338486064564, "sim_compute_robot_state-npc1": 0.07154359962000992, "sim_compute_robot_state-npc2": 0.06824237650090997, "sim_compute_robot_state-npc3": 0.0687015201106216}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.13200129962281487, "sim_physics": 0.1768371517008001, "survival_time": 1.1000000000000003, "driven_lanedir": 0.10243356431880146, "sim_render-ego": 0.05487381328235973, "in-drivable-lane": 0, "agent_compute-ego": 0.16251902146772904, "deviation-heading": 0.45821945989996904, "set_robot_commands": 0.0978654297915372, "deviation-center-line": 0.09403065419867994, "driven_lanedir_consec": 0.10243356431880146, "sim_compute_sim_state": 0.04089112715287642, "sim_compute_performance-ego": 0.07085185701196844, "sim_compute_robot_state-ego": 0.07382699576291171, "sim_compute_robot_state-npc0": 0.0687356645410711, "sim_compute_robot_state-npc1": 0.07203943079168146, "sim_compute_robot_state-npc2": 0.07016009634191339, "sim_compute_robot_state-npc3": 0.07000279426574707}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.1496532208666917, "sim_physics": 0.20780510703722635, "survival_time": 1.2000000000000004, "driven_lanedir": 0.11898233205740416, "sim_render-ego": 0.06614850958188374, "in-drivable-lane": 0, "agent_compute-ego": 0.1772578756014506, "deviation-heading": 0.4946996772914054, "set_robot_commands": 0.09590362509091696, "deviation-center-line": 0.10065287437833442, "driven_lanedir_consec": 0.11898233205740416, "sim_compute_sim_state": 0.03983258207639059, "sim_compute_performance-ego": 0.07439212997754414, "sim_compute_robot_state-ego": 0.08086741964022319, "sim_compute_robot_state-npc0": 0.07047455509503682, "sim_compute_robot_state-npc1": 0.0720101793607076, "sim_compute_robot_state-npc2": 0.0734884242216746, "sim_compute_robot_state-npc3": 0.07002477844556172}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.13401067679055356, "sim_physics": 0.20198566714922583, "survival_time": 1.2000000000000004, "driven_lanedir": 0.06838962042552188, "sim_render-ego": 0.06537866592407227, "in-drivable-lane": 0.05000000000000005, "agent_compute-ego": 0.17710119485855105, "deviation-heading": 0.8421934669579203, "set_robot_commands": 0.10286795099576314, "deviation-center-line": 0.05294630778405477, "driven_lanedir_consec": 0.06838962042552188, "sim_compute_sim_state": 0.04173702001571655, "sim_compute_performance-ego": 0.07035640875498454, "sim_compute_robot_state-ego": 0.07967092593510945, "sim_compute_robot_state-npc0": 0.07127020756403606, "sim_compute_robot_state-npc1": 0.06994714339574178, "sim_compute_robot_state-npc2": 0.0691079596678416, "sim_compute_robot_state-npc3": 0.0779515008131663}}
set_robot_commands_max0.10670325585774013
set_robot_commands_mean0.09951517685151204
set_robot_commands_median0.0978654297915372
set_robot_commands_min0.09423562252160277
sim_compute_performance-ego_max0.07558307503208969
sim_compute_performance-ego_mean0.07239229831344637
sim_compute_performance-ego_median0.07085185701196844
sim_compute_performance-ego_min0.07035640875498454
sim_compute_robot_state-ego_max0.08166083267756871
sim_compute_robot_state-ego_mean0.07825104238150955
sim_compute_robot_state-ego_median0.07967092593510945
sim_compute_robot_state-ego_min0.07382699576291171
sim_compute_robot_state-npc0_max0.07369688579014369
sim_compute_robot_state-npc0_mean0.07150223231934881
sim_compute_robot_state-npc0_median0.07127020756403606
sim_compute_robot_state-npc0_min0.0687356645410711
sim_compute_robot_state-npc1_max0.07248187065124512
sim_compute_robot_state-npc1_mean0.07160444476387717
sim_compute_robot_state-npc1_median0.0720101793607076
sim_compute_robot_state-npc1_min0.06994714339574178
sim_compute_robot_state-npc2_max0.07510006427764893
sim_compute_robot_state-npc2_mean0.0712197842019977
sim_compute_robot_state-npc2_median0.07016009634191339
sim_compute_robot_state-npc2_min0.06824237650090997
sim_compute_robot_state-npc3_max0.0779515008131663
sim_compute_robot_state-npc3_mean0.07151279738455107
sim_compute_robot_state-npc3_median0.07002477844556172
sim_compute_robot_state-npc3_min0.0687015201106216
sim_compute_sim_state_max0.04205132382256644
sim_compute_sim_state_mean0.041068667431414387
sim_compute_sim_state_median0.04089112715287642
sim_compute_sim_state_min0.03983258207639059
sim_physics_max0.20780510703722635
sim_physics_mean0.1931809165777066
sim_physics_median0.200907792363848
sim_physics_min0.1768371517008001
sim_render-ego_max0.06614850958188374
sim_render-ego_mean0.06292071319245672
sim_render-ego_median0.06477712139938817
sim_render-ego_min0.05487381328235973
simulation-passed1
survival_time_max1.6500000000000008
survival_time_mean1.3100000000000005
survival_time_min1.1000000000000003
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21345step1-simulationsuccessno0:17:29
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20633step1-simulationsuccessno0:05:21
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20605step1-simulationhost-errorno0:05:34
Uncaught exception: [...]
Uncaught exception:
Traceback (most recent call last):
  File "/project/src/duckietown_challenges_runner/runner.py", line 990, in run_docker
    return subprocess.check_output(cmd0, cwd=cwd, stderr=sys.stderr)
  File "/usr/lib/python3.6/subprocess.py", line 336, in check_output
    **kwargs).stdout
  File "/usr/lib/python3.6/subprocess.py", line 418, in run
    output=stdout, stderr=stderr)
subprocess.CalledProcessError: Command '['docker-compose', '-p', 'job20605-660952', 'ps', '-q', 'solution']' returned non-zero exit status 1.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/project/src/duckietown_challenges_runner/runner.py", line 478, in get_cr
    submission_id=submission_id, timeout_sec=timeout_sec)
  File "/project/src/duckietown_challenges_runner/runner.py", line 573, in run_single
    write_logs(wd, project, services=config['services'])
  File "/project/src/duckietown_challenges_runner/runner.py", line 899, in write_logs
    container_id = get_id_for_service(wd, project, service)
  File "/project/src/duckietown_challenges_runner/runner.py", line 585, in get_id_for_service
    o = run_docker(wd, project, cmd, get_output=True)
  File "/project/src/duckietown_challenges_runner/runner.py", line 998, in run_docker
    raise DockerComposeFail(msg) from e
duckietown_challenges_runner.runner.DockerComposeFail: Could not run ['docker-compose', '-p', 'job20605-660952', 'ps', '-q', 'solution']:

   >  Command '['docker-compose', '-p', 'job20605-660952', 'ps', '-q', 'solution']' returned non-zero exit status 1.

stdout | 

stderr | 
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20022step1-simulationerrorno0:01:24
InvalidEvaluator: Tr [...]
InvalidEvaluator:
Traceback (most recent call last):
  File "experiment_manager.py", line 135, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 250, in run_episode
    sim_ci.write_topic_and_expect_zero('episode_start', EpisodeStart(episode_name))
  File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 102, in write_topic_and_expect_zero
    nickname=self.nickname)
  File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 255, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 283, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "simulator" aborted:

error in simulator |Exception while handling a message on topic "episode_start".
                   |
                   || Traceback (most recent call last):
                   ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 274, in loop
                   ||     handle_message_node(parsed, receiver0, context0)
                   ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 428, in handle_message_node
                   ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
                   ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/utils.py", line 18, in call_if_fun_exists
                   ||     f(**kwargs)
                   ||   File "gym_bridge.py", line 209, in on_received_episode_start
                   ||     self.update_observations(context)
                   ||   File "gym_bridge.py", line 274, in update_observations
                   ||     jpg_data = rgb2jpg(obs)
                   ||   File "gym_bridge.py", line 352, in rgb2jpg
                   ||     bgr = cv2.cvtColor(rgb, cv2.COLOR_RGB2BGR)
                   || cv2.error: OpenCV(4.1.0) /io/opencv/modules/imgproc/src/color.simd_helpers.hpp:94: error: (-2:Unspecified error) in function 'cv::impl::{anonymous}::CvtHelper<VScn, VDcn, VDepth, sizePolicy>::CvtHelper(cv::InputArray, cv::OutputArray, int) [with VScn = cv::impl::{anonymous}::Set<1>; VDcn = cv::impl::{anonymous}::Set<3, 4>; VDepth = cv::impl::{anonymous}::Set<0, 2, 5>; cv::impl::{anonymous}::SizePolicy sizePolicy = (cv::impl::<unnamed>::SizePolicy)2u; cv::InputArray = const cv::_InputArray&; cv::OutputArray = const cv::_OutputArray&]'
                   || > Unsupported depth of input image:
                   || >     'VDepth::contains(depth)'
                   || > where
                   || >     'depth' is 6 (CV_64F)
                   ||
                   ||

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/project/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 610, in scoring_context
    yield cie
  File "experiment_manager.py", line 439, in <module>
    wrap(cie)
  File "experiment_manager.py", line 427, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 186, in main
    raise dc.InvalidEvaluator(msg) from e
duckietown_challenges.exceptions.InvalidEvaluator: Anomalous error while running episodes:

 > Traceback (most recent call last):
 >   File "experiment_manager.py", line 135, in main
 >     physics_dt=config.physics_dt)
 >   File "experiment_manager.py", line 250, in run_episode
 >     sim_ci.write_topic_and_expect_zero('episode_start', EpisodeStart(episode_name))
 >   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 102, in write_topic_and_expect_zero
 >     nickname=self.nickname)
 >   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 255, in read_reply
 >     others = read_until_over(fpout, timeout=timeout, nickname=nickname)
 >   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 283, in read_until_over
 >     raise RemoteNodeAborted(m)
 > zuper_nodes.structures.RemoteNodeAborted: External node "simulator" aborted:
 > 
 > error in simulator |Exception while handling a message on topic "episode_start".
 >                    |
 >                    || Traceback (most recent call last):
 >                    ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 274, in loop
 >                    ||     handle_message_node(parsed, receiver0, context0)
 >                    ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 428, in handle_message_node
 >                    ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
 >                    ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/utils.py", line 18, in call_if_fun_exists
 >                    ||     f(**kwargs)
 >                    ||   File "gym_bridge.py", line 209, in on_received_episode_start
 >                    ||     self.update_observations(context)
 >                    ||   File "gym_bridge.py", line 274, in update_observations
 >                    ||     jpg_data = rgb2jpg(obs)
 >                    ||   File "gym_bridge.py", line 352, in rgb2jpg
 >                    ||     bgr = cv2.cvtColor(rgb, cv2.COLOR_RGB2BGR)
 >                    || cv2.error: OpenCV(4.1.0) /io/opencv/modules/imgproc/src/color.simd_helpers.hpp:94: error: (-2:Unspecified error) in function 'cv::impl::{anonymous}::CvtHelper<VScn, VDcn, VDepth, sizePolicy>::CvtHelper(cv::InputArray, cv::OutputArray, int) [with VScn = cv::impl::{anonymous}::Set<1>; VDcn = cv::impl::{anonymous}::Set<3, 4>; VDepth = cv::impl::{anonymous}::Set<0, 2, 5>; cv::impl::{anonymous}::SizePolicy sizePolicy = (cv::impl::<unnamed>::SizePolicy)2u; cv::InputArray = const cv::_InputArray&; cv::OutputArray = const cv::_OutputArray&]'
 >                    || > Unsupported depth of input image:
 >                    || >     'VDepth::contains(depth)'
 >                    || > where
 >                    || >     'depth' is 6 (CV_64F)
 >                    ||
 >                    ||
 > 
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19653step1-simulationsuccessno0:05:19
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18904step1-simulationsuccessno0:07:16
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18536step1-simulationsuccessno0:06:46
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17910step1-simulationsuccessno0:04:02
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17866step1-simulationsuccessno0:04:37
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17561step1-simulationsuccessno0:04:13
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