Duckietown Challenges Home Challenges Submissions

Evaluator 1588

ID1588
evaluatorip-172-31-43-40-10497
ownerI don't have one 😀
machineip-172-31-43-40
processip-172-31-43-40-10497
versiond-c:5.0.7;d-c-r:5.0.10;d-s:5.0.3
first heard
last heard
statusinactive
# evaluating
# success30 24543
# timeout
# failed8 24413
# error8 24382
# aborted
# host-error5 24348
arm
x86_64
Mac
gpu available
Number of processors
Processor frequency (MHz)
Free % of processors
RAM total (MB)
RAM free (MB)
Disk (MB)
Disk available (MB)
Docker Hub
P1
P2
Cloud simulations
PI Camera
# Duckiebots
Map 3x3 avaiable
Number of duckies
gpu cores
AIDO 2 Map LF public
AIDO 2 Map LF private
AIDO 2 Map LFV public
AIDO 2 Map LFV private
AIDO 2 Map LFVI public
AIDO 2 Map LFVI private
AIDO 3 Map LF public
AIDO 3 Map LF private
AIDO 3 Map LFV public
AIDO 3 Map LFV private
AIDO 3 Map LFVI public
AIDO 3 Map LFVI private
AIDO 5 Map large loop
ETU track
for 2021, map is ETH_small_inter
IPFS mountpoint /ipfs available
IPNS mountpoint /ipns available

Evaluator jobs

Job IDsubmissionuseruser labelchallengestepstatusup to dateevaluatordate starteddate completeddurationmessage
251244391Jeick Hincapie Barrera 🇨🇴challenge-aido_LF-template-ros - Template solution using ROSaido3-LF-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:05:22
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driven_lanedir_consec_median0.36592094708219225
survival_time_median2.3999999999999995
deviation-center-line_median0.11667593935453972
in-drivable-lane_median0.29999999999999893


other stats
agent_compute-ego_max0.025678829713301224
agent_compute-ego_mean0.024223976461664243
agent_compute-ego_median0.02392084833601831
agent_compute-ego_min0.023092464605967204
deviation-center-line_max0.16987818035809085
deviation-center-line_mean0.13199870851217008
deviation-center-line_min0.1011892720306074
deviation-heading_max0.5809378480871985
deviation-heading_mean0.4194004386292104
deviation-heading_median0.34882560565471876
deviation-heading_min0.2596285487829773
driven_any_max0.9226822529128632
driven_any_mean0.6324710235085376
driven_any_median0.6091462024047467
driven_any_min0.2364518949491652
driven_lanedir_consec_max0.6632135184572033
driven_lanedir_consec_mean0.4245071231796043
driven_lanedir_consec_min0.2221238695940002
driven_lanedir_max0.6632135184572033
driven_lanedir_mean0.4245071231796043
driven_lanedir_median0.36592094708219225
driven_lanedir_min0.2221238695940002
in-drivable-lane_max1.8999999999999944
in-drivable-lane_mean0.6299999999999986
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.9226822529128632, "sim_physics": 0.10972776547284194, "survival_time": 3.5499999999999954, "driven_lanedir": 0.36592094708219225, "sim_render-ego": 0.013039024782852389, "in-drivable-lane": 1.8999999999999944, "agent_compute-ego": 0.02392084833601831, "deviation-heading": 0.2596285487829773, "set_robot_commands": 0.009444136015126402, "deviation-center-line": 0.16987818035809085, "driven_lanedir_consec": 0.36592094708219225, "sim_compute_sim_state": 0.0050524725040919346, "sim_compute_performance-ego": 0.007921732647318236, "sim_compute_robot_state-ego": 0.009462195382991308}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.7993934895811183, "sim_physics": 0.11455992857615152, "survival_time": 2.9999999999999973, "driven_lanedir": 0.6632135184572033, "sim_render-ego": 0.012713102499643962, "in-drivable-lane": 0.29999999999999893, "agent_compute-ego": 0.023092464605967204, "deviation-heading": 0.5809378480871985, "set_robot_commands": 0.009717734654744466, "deviation-center-line": 0.11667593935453972, "driven_lanedir_consec": 0.6632135184572033, "sim_compute_sim_state": 0.0051361004511515295, "sim_compute_performance-ego": 0.007122854391733806, "sim_compute_robot_state-ego": 0.008997829755147298}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.2364518949491652, "sim_physics": 0.13025086576288397, "survival_time": 1.1000000000000003, "driven_lanedir": 0.2221238695940002, "sim_render-ego": 0.012995351444591177, "in-drivable-lane": 0, "agent_compute-ego": 0.025678829713301224, "deviation-heading": 0.34882560565471876, "set_robot_commands": 0.010756481777537952, "deviation-center-line": 0.11316665887359229, "driven_lanedir_consec": 0.2221238695940002, "sim_compute_sim_state": 0.005202087489041415, "sim_compute_performance-ego": 0.007299477403814142, "sim_compute_robot_state-ego": 0.010166168212890623}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.5946812776947944, "sim_physics": 0.10727738837401073, "survival_time": 2.3999999999999995, "driven_lanedir": 0.5792955579972934, "sim_render-ego": 0.014508311947186789, "in-drivable-lane": 0, "agent_compute-ego": 0.024555509289105732, "deviation-heading": 0.568524016017798, "set_robot_commands": 0.00898370643456777, "deviation-center-line": 0.15908349194402024, "driven_lanedir_consec": 0.5792955579972934, "sim_compute_sim_state": 0.005211432774861653, "sim_compute_performance-ego": 0.007614612579345703, "sim_compute_robot_state-ego": 0.009511008858680723}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.6091462024047467, "sim_physics": 0.1131454498871513, "survival_time": 2.3, "driven_lanedir": 0.2919817227673325, "sim_render-ego": 0.01268166562785273, "in-drivable-lane": 0.9499999999999992, "agent_compute-ego": 0.023872230363928753, "deviation-heading": 0.33908617460335944, "set_robot_commands": 0.00964100982831872, "deviation-center-line": 0.1011892720306074, "driven_lanedir_consec": 0.2919817227673325, "sim_compute_sim_state": 0.004721268363620924, "sim_compute_performance-ego": 0.007059662238411282, "sim_compute_robot_state-ego": 0.009132950202278467}}
set_robot_commands_max0.010756481777537952
set_robot_commands_mean0.00970861374205906
set_robot_commands_median0.00964100982831872
set_robot_commands_min0.00898370643456777
sim_compute_performance-ego_max0.007921732647318236
sim_compute_performance-ego_mean0.007403667852124635
sim_compute_performance-ego_median0.007299477403814142
sim_compute_performance-ego_min0.007059662238411282
sim_compute_robot_state-ego_max0.010166168212890623
sim_compute_robot_state-ego_mean0.009454030482397685
sim_compute_robot_state-ego_median0.009462195382991308
sim_compute_robot_state-ego_min0.008997829755147298
sim_compute_sim_state_max0.005211432774861653
sim_compute_sim_state_mean0.005064672316553491
sim_compute_sim_state_median0.0051361004511515295
sim_compute_sim_state_min0.004721268363620924
sim_physics_max0.13025086576288397
sim_physics_mean0.1149922796146079
sim_physics_median0.1131454498871513
sim_physics_min0.10727738837401073
sim_render-ego_max0.014508311947186789
sim_render-ego_mean0.01318749126042541
sim_render-ego_median0.012995351444591177
sim_render-ego_min0.01268166562785273
simulation-passed1
survival_time_max3.5499999999999954
survival_time_mean2.469999999999999
survival_time_min1.1000000000000003
No reset possible
251064383Soroush Saryazdi 🇨🇦bluejayaido3-LFV-sim-validationstep1-simulationfailednoip-172-31-43-40-104970:04:51
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 177, in read_one
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 296, in read_until_over
    raise TimeoutError(msg) from None
TimeoutError: Timeout while reading output of node "agent".

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

Traceback (most recent call last):
  File "experiment_manager.py", line 299, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 96, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 239, in read_one
    raise TimeoutError(msg) from e
TimeoutError: Timeout detected on /fifos/agent-out after 81 messages. Expected topic "commands".

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
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No reset possible
250884375Frank (Chude) Qian 🇨🇦Frank raw run 1aido3-LF-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:08:09
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driven_lanedir_consec_median0.32870355439955823
survival_time_median4.899999999999991
deviation-center-line_median0.38702284314232693
in-drivable-lane_median1.0499999999999972


other stats
agent_compute-ego_max0.017197109932123228
agent_compute-ego_mean0.016581011137447192
agent_compute-ego_median0.016407697995503744
agent_compute-ego_min0.01605462286207411
deviation-center-line_max0.9880789703788788
deviation-center-line_mean0.5034155023615929
deviation-center-line_min0.155020333881528
deviation-heading_max10.088552450155104
deviation-heading_mean4.665270325595186
deviation-heading_median3.005070614137648
deviation-heading_min0.966767730189758
driven_any_max2.779706160052811
driven_any_mean1.3415499694393358
driven_any_median0.6580928928414701
driven_any_min0.4711329088476454
driven_lanedir_consec_max0.8332143525837425
driven_lanedir_consec_mean0.42335620894735976
driven_lanedir_consec_min0.10266488394332984
driven_lanedir_max1.655745218871322
driven_lanedir_mean0.7422195582689737
driven_lanedir_median0.33663064624357464
driven_lanedir_min0.2194750429326864
in-drivable-lane_max2.050000000000008
in-drivable-lane_mean1.2100000000000022
in-drivable-lane_min0.6000000000000003
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.483533312735557, "sim_physics": 0.05577357425246128, "survival_time": 2.1500000000000004, "driven_lanedir": 0.2194750429326864, "sim_render-ego": 0.007180297097494436, "in-drivable-lane": 0.6000000000000003, "agent_compute-ego": 0.017197109932123228, "deviation-heading": 0.966767730189758, "set_robot_commands": 0.004903837691905887, "deviation-center-line": 0.155020333881528, "driven_lanedir_consec": 0.1653130795047395, "sim_compute_sim_state": 0.0027620626050372456, "sim_compute_performance-ego": 0.004180492356766102, "sim_compute_robot_state-ego": 0.005027482675951581}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.4711329088476454, "sim_physics": 0.05619765088913289, "survival_time": 4.699999999999991, "driven_lanedir": 0.23658873635320057, "sim_render-ego": 0.0071118917871028815, "in-drivable-lane": 0.7999999999999972, "agent_compute-ego": 0.01686556542173345, "deviation-heading": 3.005070614137648, "set_robot_commands": 0.004994501458837631, "deviation-center-line": 0.3090317351515356, "driven_lanedir_consec": 0.10266488394332984, "sim_compute_sim_state": 0.0028976607829966443, "sim_compute_performance-ego": 0.003867524735471035, "sim_compute_robot_state-ego": 0.005236229998000125}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 2.779706160052811, "sim_physics": 0.0564067808787028, "survival_time": 14.950000000000076, "driven_lanedir": 1.655745218871322, "sim_render-ego": 0.006889675458272298, "in-drivable-lane": 1.5500000000000078, "agent_compute-ego": 0.016407697995503744, "deviation-heading": 10.088552450155104, "set_robot_commands": 0.004920221964518229, "deviation-center-line": 0.9880789703788788, "driven_lanedir_consec": 0.8332143525837425, "sim_compute_sim_state": 0.0028140807151794435, "sim_compute_performance-ego": 0.00390011469523112, "sim_compute_robot_state-ego": 0.005018161137898763}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.6580928928414701, "sim_physics": 0.05685395124007245, "survival_time": 4.899999999999991, "driven_lanedir": 0.33663064624357464, "sim_render-ego": 0.0070753997685957925, "in-drivable-lane": 1.0499999999999972, "agent_compute-ego": 0.01638005947580143, "deviation-heading": 2.4552258864700796, "set_robot_commands": 0.004954248058552645, "deviation-center-line": 0.38702284314232693, "driven_lanedir_consec": 0.32870355439955823, "sim_compute_sim_state": 0.00288632937840053, "sim_compute_performance-ego": 0.00394425343494026, "sim_compute_robot_state-ego": 0.005065969058445522}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 2.3152845727191953, "sim_physics": 0.0536083443959554, "survival_time": 11.250000000000025, "driven_lanedir": 1.262658146944085, "sim_render-ego": 0.0069435352749294705, "in-drivable-lane": 2.050000000000008, "agent_compute-ego": 0.01605462286207411, "deviation-heading": 6.810734947023341, "set_robot_commands": 0.0048940298292371965, "deviation-center-line": 0.6779236292536954, "driven_lanedir_consec": 0.6868851743054285, "sim_compute_sim_state": 0.0028449344635009767, "sim_compute_performance-ego": 0.003876752853393555, "sim_compute_robot_state-ego": 0.005049425760904948}}
set_robot_commands_max0.004994501458837631
set_robot_commands_mean0.004933367800610317
set_robot_commands_median0.004920221964518229
set_robot_commands_min0.0048940298292371965
sim_compute_performance-ego_max0.004180492356766102
sim_compute_performance-ego_mean0.003953827615160414
sim_compute_performance-ego_median0.00390011469523112
sim_compute_performance-ego_min0.003867524735471035
sim_compute_robot_state-ego_max0.005236229998000125
sim_compute_robot_state-ego_mean0.005079453726240188
sim_compute_robot_state-ego_median0.005049425760904948
sim_compute_robot_state-ego_min0.005018161137898763
sim_compute_sim_state_max0.0028976607829966443
sim_compute_sim_state_mean0.002841013589022968
sim_compute_sim_state_median0.0028449344635009767
sim_compute_sim_state_min0.0027620626050372456
sim_physics_max0.05685395124007245
sim_physics_mean0.055768060331264954
sim_physics_median0.05619765088913289
sim_physics_min0.0536083443959554
sim_render-ego_max0.007180297097494436
sim_render-ego_mean0.007040159877278976
sim_render-ego_median0.0070753997685957925
sim_render-ego_min0.006889675458272298
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean7.590000000000018
survival_time_min2.1500000000000004
No reset possible
250684367Jeick Hincapie Barrera 🇨🇴challenge-aido_LF-template-tensorflowaido3-LF-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:07:58
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driven_lanedir_consec_median0.2623125455925446
survival_time_median2.1500000000000004
deviation-center-line_median0.08477724899866905
in-drivable-lane_median0.95


other stats
agent_compute-ego_max0.03671194314956665
agent_compute-ego_mean0.0298730657249812
agent_compute-ego_median0.02855842568901148
agent_compute-ego_min0.026715612993007752
deviation-center-line_max0.1975607630693531
deviation-center-line_mean0.11847046034914296
deviation-center-line_min0.06954716842796588
deviation-heading_max1.7178892768468728
deviation-heading_mean0.8422335539890714
deviation-heading_median0.6440455161706796
deviation-heading_min0.32140325056360697
driven_any_max1.1410509648939424
driven_any_mean0.663938097983312
driven_any_median0.6184271460234713
driven_any_min0.19067166163480295
driven_lanedir_consec_max0.40693341882362777
driven_lanedir_consec_mean0.2718926797268647
driven_lanedir_consec_min0.10381866916913962
driven_lanedir_max0.40693341882362777
driven_lanedir_mean0.2718926797268647
driven_lanedir_median0.2623125455925446
driven_lanedir_min0.10381866916913962
in-drivable-lane_max2.2999999999999945
in-drivable-lane_mean1.0399999999999978
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.19067166163480295, "sim_physics": 0.14492034912109375, "survival_time": 1.0000000000000002, "driven_lanedir": 0.10381866916913962, "sim_render-ego": 0.01500985622406006, "in-drivable-lane": 0, "agent_compute-ego": 0.03671194314956665, "deviation-heading": 0.6440455161706796, "set_robot_commands": 0.010018658638000487, "deviation-center-line": 0.06954716842796588, "driven_lanedir_consec": 0.10381866916913962, "sim_compute_sim_state": 0.006098449230194092, "sim_compute_performance-ego": 0.008582663536071778, "sim_compute_robot_state-ego": 0.011358153820037842}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 1.0545702328408335, "sim_physics": 0.09815385865002144, "survival_time": 4.099999999999993, "driven_lanedir": 0.3272719467869505, "sim_render-ego": 0.011992006767086866, "in-drivable-lane": 2.2999999999999945, "agent_compute-ego": 0.026715612993007752, "deviation-heading": 0.9248662957260966, "set_robot_commands": 0.008980175343955435, "deviation-center-line": 0.16640659946818992, "driven_lanedir_consec": 0.3272719467869505, "sim_compute_sim_state": 0.004847003192436404, "sim_compute_performance-ego": 0.006968306332099728, "sim_compute_robot_state-ego": 0.009122932829507968}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 1.1410509648939424, "sim_physics": 0.10983295119210576, "survival_time": 4.449999999999992, "driven_lanedir": 0.40693341882362777, "sim_render-ego": 0.012601865811294384, "in-drivable-lane": 1.9499999999999944, "agent_compute-ego": 0.02855842568901148, "deviation-heading": 1.7178892768468728, "set_robot_commands": 0.010272869903050113, "deviation-center-line": 0.1975607630693531, "driven_lanedir_consec": 0.40693341882362777, "sim_compute_sim_state": 0.0053264050001508734, "sim_compute_performance-ego": 0.007699636930830024, "sim_compute_robot_state-ego": 0.009237021542667005}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.3149704845235099, "sim_physics": 0.11193537712097168, "survival_time": 1.3500000000000003, "driven_lanedir": 0.2623125455925446, "sim_render-ego": 0.013170039212262188, "in-drivable-lane": 0, "agent_compute-ego": 0.02909896108839247, "deviation-heading": 0.602963430638101, "set_robot_commands": 0.010292715496487088, "deviation-center-line": 0.0740605217815369, "driven_lanedir_consec": 0.2623125455925446, "sim_compute_sim_state": 0.004973270274974682, "sim_compute_performance-ego": 0.006936285230848525, "sim_compute_robot_state-ego": 0.008629843040748878}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.6184271460234713, "sim_physics": 0.11210197626158248, "survival_time": 2.1500000000000004, "driven_lanedir": 0.25912681826206097, "sim_render-ego": 0.011759813441786657, "in-drivable-lane": 0.95, "agent_compute-ego": 0.028280385704927663, "deviation-heading": 0.32140325056360697, "set_robot_commands": 0.010177434876907704, "deviation-center-line": 0.08477724899866905, "driven_lanedir_consec": 0.25912681826206097, "sim_compute_sim_state": 0.0049153649529745415, "sim_compute_performance-ego": 0.006876008455143418, "sim_compute_robot_state-ego": 0.009106658225835756}}
set_robot_commands_max0.010292715496487088
set_robot_commands_mean0.009948370851680164
set_robot_commands_median0.010177434876907704
set_robot_commands_min0.008980175343955435
sim_compute_performance-ego_max0.008582663536071778
sim_compute_performance-ego_mean0.007412580096998694
sim_compute_performance-ego_median0.006968306332099728
sim_compute_performance-ego_min0.006876008455143418
sim_compute_robot_state-ego_max0.011358153820037842
sim_compute_robot_state-ego_mean0.009490921891759489
sim_compute_robot_state-ego_median0.009122932829507968
sim_compute_robot_state-ego_min0.008629843040748878
sim_compute_sim_state_max0.006098449230194092
sim_compute_sim_state_mean0.005232098530146118
sim_compute_sim_state_median0.004973270274974682
sim_compute_sim_state_min0.004847003192436404
sim_physics_max0.14492034912109375
sim_physics_mean0.11538890246915504
sim_physics_median0.11193537712097168
sim_physics_min0.09815385865002144
sim_render-ego_max0.01500985622406006
sim_render-ego_mean0.01290671629129803
sim_render-ego_median0.012601865811294384
sim_render-ego_min0.011759813441786657
simulation-passed1
survival_time_max4.449999999999992
survival_time_mean2.6099999999999977
survival_time_min1.0000000000000002
No reset possible
250144358Soroush Saryazdi 🇨🇦bluejayaido3-LF-sim-validationstep1-simulationerrornoip-172-31-43-40-104970:03:53
The container "solut [...]
The container "solution" exited with code 1.


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250114350Manfred Diazchallenge-aido_LF-template-tensorflowaido3-LF-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:06:43
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driven_lanedir_consec_median0.1969101316481181
survival_time_median2.1000000000000005
deviation-center-line_median0.07209192933104135
in-drivable-lane_median1.0500000000000005


other stats
agent_compute-ego_max0.018270140602475123
agent_compute-ego_mean0.016435991451417133
agent_compute-ego_median0.015979390877943773
agent_compute-ego_min0.015820998411912184
deviation-center-line_max0.2657142033326661
deviation-center-line_mean0.1102189014518372
deviation-center-line_min0.06943812104692093
deviation-heading_max1.899247733059469
deviation-heading_mean0.7576869200145884
deviation-heading_median0.5104155507396807
deviation-heading_min0.3410642294633384
driven_any_max1.6493960859703245
driven_any_mean0.772979906054481
driven_any_median0.6030372131518966
driven_any_min0.26689870901410606
driven_lanedir_consec_max0.46948992784209054
driven_lanedir_consec_mean0.25344061506860405
driven_lanedir_consec_min0.18150258853029425
driven_lanedir_max0.46948992784209054
driven_lanedir_mean0.25344061506860405
driven_lanedir_median0.1969101316481181
driven_lanedir_min0.18150258853029425
in-drivable-lane_max6.400000000000008
in-drivable-lane_mean2.0600000000000005
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.26689870901410606, "sim_physics": 0.06534937449863978, "survival_time": 1.0500000000000005, "driven_lanedir": 0.1969101316481181, "sim_render-ego": 0.007218497140066964, "in-drivable-lane": 0, "agent_compute-ego": 0.018270140602475123, "deviation-heading": 0.5104155507396807, "set_robot_commands": 0.004981926509312221, "deviation-center-line": 0.07209192933104135, "driven_lanedir_consec": 0.1969101316481181, "sim_compute_sim_state": 0.003513813018798828, "sim_compute_performance-ego": 0.004208144687470936, "sim_compute_robot_state-ego": 0.005245628811064221}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.6030372131518966, "sim_physics": 0.05673344362349737, "survival_time": 2.1000000000000005, "driven_lanedir": 0.18150258853029425, "sim_render-ego": 0.0070087966464814685, "in-drivable-lane": 1.0500000000000005, "agent_compute-ego": 0.016149736586071196, "deviation-heading": 0.43851894901349303, "set_robot_commands": 0.004680014791942778, "deviation-center-line": 0.06989091979267197, "driven_lanedir_consec": 0.18150258853029425, "sim_compute_sim_state": 0.0028190896624610538, "sim_compute_performance-ego": 0.0038005908330281577, "sim_compute_robot_state-ego": 0.005099813143412272}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 1.6493960859703245, "sim_physics": 0.05483134954403608, "survival_time": 9.750000000000004, "driven_lanedir": 0.46948992784209054, "sim_render-ego": 0.00774377064827161, "in-drivable-lane": 6.400000000000008, "agent_compute-ego": 0.015959690778683394, "deviation-heading": 1.899247733059469, "set_robot_commands": 0.004964848053761017, "deviation-center-line": 0.2657142033326661, "driven_lanedir_consec": 0.46948992784209054, "sim_compute_sim_state": 0.002872328880505684, "sim_compute_performance-ego": 0.003869203420785757, "sim_compute_robot_state-ego": 0.005073344401824169}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.2898542042605603, "sim_physics": 0.058625221252441406, "survival_time": 1.3000000000000005, "driven_lanedir": 0.2344184462786556, "sim_render-ego": 0.00707852840423584, "in-drivable-lane": 0, "agent_compute-ego": 0.015979390877943773, "deviation-heading": 0.5991881377969615, "set_robot_commands": 0.0048468571442824146, "deviation-center-line": 0.06943812104692093, "driven_lanedir_consec": 0.2344184462786556, "sim_compute_sim_state": 0.0027988232099092924, "sim_compute_performance-ego": 0.003847140532273513, "sim_compute_robot_state-ego": 0.004935264587402344}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 1.0557133178755176, "sim_physics": 0.05678432110028389, "survival_time": 3.899999999999994, "driven_lanedir": 0.18488198104386155, "sim_render-ego": 0.0070496002833048505, "in-drivable-lane": 2.849999999999994, "agent_compute-ego": 0.015820998411912184, "deviation-heading": 0.3410642294633384, "set_robot_commands": 0.004897762567569048, "deviation-center-line": 0.07395933375588565, "driven_lanedir_consec": 0.18488198104386155, "sim_compute_sim_state": 0.00288859391823793, "sim_compute_performance-ego": 0.0039012951728625176, "sim_compute_robot_state-ego": 0.005067372933412209}}
set_robot_commands_max0.004981926509312221
set_robot_commands_mean0.004874281813373496
set_robot_commands_median0.004897762567569048
set_robot_commands_min0.004680014791942778
sim_compute_performance-ego_max0.004208144687470936
sim_compute_performance-ego_mean0.003925274929284176
sim_compute_performance-ego_median0.003869203420785757
sim_compute_performance-ego_min0.0038005908330281577
sim_compute_robot_state-ego_max0.005245628811064221
sim_compute_robot_state-ego_mean0.005084284775423043
sim_compute_robot_state-ego_median0.005073344401824169
sim_compute_robot_state-ego_min0.004935264587402344
sim_compute_sim_state_max0.003513813018798828
sim_compute_sim_state_mean0.0029785297379825576
sim_compute_sim_state_median0.002872328880505684
sim_compute_sim_state_min0.0027988232099092924
sim_physics_max0.06534937449863978
sim_physics_mean0.05846474200377971
sim_physics_median0.05678432110028389
sim_physics_min0.05483134954403608
sim_render-ego_max0.00774377064827161
sim_render-ego_mean0.007219838624472147
sim_render-ego_median0.00707852840423584
sim_render-ego_min0.0070087966464814685
simulation-passed1
survival_time_max9.750000000000004
survival_time_mean3.62
survival_time_min1.0500000000000005
No reset possible
249994130Andrea Censi 🇨🇭rotationaido3-LFVI-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:25:33
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driven_lanedir_consec_median0.00030504467687686443
survival_time_median14.950000000000076
deviation-center-line_median0.4891046565937845
in-drivable-lane_median7.600000000000043


other stats
agent_compute-ego_max0.10972649812698364
agent_compute-ego_mean0.10346655321121216
agent_compute-ego_median0.1041413156191508
agent_compute-ego_min0.0971078117688497
deviation-center-line_max0.6113246250082045
deviation-center-line_mean0.4225460275157091
deviation-center-line_min0.020737627062439232
deviation-heading_max5.830135897709591
deviation-heading_mean5.6845705507076865
deviation-heading_median5.657649106857696
deviation-heading_min5.53666299685486
driven_any_max0.026478672834052443
driven_any_mean0.02486423959225232
driven_any_median0.02593019554120905
driven_any_min0.022165452661382787
driven_lanedir_consec_max0.002162616049345756
driven_lanedir_consec_mean-0.0004886462276807446
driven_lanedir_consec_min-0.0036402347654349576
driven_lanedir_max0.002162616049345756
driven_lanedir_mean-0.0004886462276807446
driven_lanedir_median0.00030504467687686443
driven_lanedir_min-0.0036402347654349576
in-drivable-lane_max7.650000000000043
in-drivable-lane_mean7.600000000000042
in-drivable-lane_min7.550000000000044
per-episodes
details{"udem1-0-0": {"driven_any": 0.026478672834052443, "sim_physics": 0.21079895416895547, "survival_time": 14.950000000000076, "driven_lanedir": 0.002162616049345756, "sim_render-ego": 0.012093083063761391, "in-drivable-lane": 7.600000000000043, "agent_compute-ego": 0.10972649812698364, "deviation-heading": 5.657649106857696, "set_robot_commands": 0.00960371176401774, "deviation-center-line": 0.561012181201902, "driven_lanedir_consec": 0.002162616049345756, "sim_compute_sim_state": 0.0048437023162841795, "sim_compute_performance-ego": 0.007080291906992595, "sim_compute_robot_state-ego": 0.009297152360280355, "sim_compute_robot_state-npc0": 0.00853258768717448, "sim_compute_robot_state-npc1": 0.008225487073262533, "sim_compute_robot_state-npc2": 0.008221087455749511, "sim_compute_robot_state-npc3": 0.008159074783325195}, "udem1-1-0": {"driven_any": 0.02593019554120905, "sim_physics": 0.2041803781191508, "survival_time": 14.950000000000076, "driven_lanedir": -0.0036402347654349576, "sim_render-ego": 0.012466131051381429, "in-drivable-lane": 7.650000000000043, "agent_compute-ego": 0.1047770365079244, "deviation-heading": 5.79531637039674, "set_robot_commands": 0.00896718422571818, "deviation-center-line": 0.6113246250082045, "driven_lanedir_consec": -0.0036402347654349576, "sim_compute_sim_state": 0.004816021124521891, "sim_compute_performance-ego": 0.007216511567433675, "sim_compute_robot_state-ego": 0.00912014087041219, "sim_compute_robot_state-npc0": 0.008366614977518717, "sim_compute_robot_state-npc1": 0.008042253653208415, "sim_compute_robot_state-npc2": 0.007893434365590413, "sim_compute_robot_state-npc3": 0.007994429270426432}, "udem1-2-0": {"driven_any": 0.023804404672430148, "sim_physics": 0.18390398979187011, "survival_time": 14.950000000000076, "driven_lanedir": 0.0017436411031614971, "sim_render-ego": 0.011784377892812094, "in-drivable-lane": 7.550000000000044, "agent_compute-ego": 0.0971078117688497, "deviation-heading": 5.603088381719548, "set_robot_commands": 0.00873327096303304, "deviation-center-line": 0.4891046565937845, "driven_lanedir_consec": 0.0017436411031614971, "sim_compute_sim_state": 0.004716710249582926, "sim_compute_performance-ego": 0.00689264456431071, "sim_compute_robot_state-ego": 0.00868055502573649, "sim_compute_robot_state-npc0": 0.008397108713785807, "sim_compute_robot_state-npc1": 0.007995945612589518, "sim_compute_robot_state-npc2": 0.007938221295674642, "sim_compute_robot_state-npc3": 0.008151284058888753}, "udem1-3-0": {"driven_any": 0.022165452661382787, "sim_physics": 0.19273566961288452, "survival_time": 14.950000000000076, "driven_lanedir": -0.003014298202352883, "sim_render-ego": 0.012209705511728924, "in-drivable-lane": 7.600000000000044, "agent_compute-ego": 0.10158010403315226, "deviation-heading": 5.53666299685486, "set_robot_commands": 0.008880317211151123, "deviation-center-line": 0.4305510477122152, "driven_lanedir_consec": -0.003014298202352883, "sim_compute_sim_state": 0.004923582871754964, "sim_compute_performance-ego": 0.007020694414774577, "sim_compute_robot_state-ego": 0.008921069304148356, "sim_compute_robot_state-npc0": 0.008301783402760823, "sim_compute_robot_state-npc1": 0.007939418156941732, "sim_compute_robot_state-npc2": 0.008211150964101155, "sim_compute_robot_state-npc3": 0.00792188008626302}, "udem1-4-0": {"driven_any": 0.02594247225218716, "sim_physics": 0.19690927187601728, "survival_time": 14.950000000000076, "driven_lanedir": 0.00030504467687686443, "sim_render-ego": 0.012082810401916505, "in-drivable-lane": 7.600000000000042, "agent_compute-ego": 0.1041413156191508, "deviation-heading": 5.830135897709591, "set_robot_commands": 0.009207029342651368, "deviation-center-line": 0.020737627062439232, "driven_lanedir_consec": 0.00030504467687686443, "sim_compute_sim_state": 0.004766434033711751, "sim_compute_performance-ego": 0.007204973697662353, "sim_compute_robot_state-ego": 0.009275492032368975, "sim_compute_robot_state-npc0": 0.008629123369852701, "sim_compute_robot_state-npc1": 0.007946009635925294, "sim_compute_robot_state-npc2": 0.00832835594813029, "sim_compute_robot_state-npc3": 0.008283977508544921}}
set_robot_commands_max0.00960371176401774
set_robot_commands_mean0.009078302701314291
set_robot_commands_median0.00896718422571818
set_robot_commands_min0.00873327096303304
sim_compute_performance-ego_max0.007216511567433675
sim_compute_performance-ego_mean0.007083023230234782
sim_compute_performance-ego_median0.007080291906992595
sim_compute_performance-ego_min0.00689264456431071
sim_compute_robot_state-ego_max0.009297152360280355
sim_compute_robot_state-ego_mean0.009058881918589275
sim_compute_robot_state-ego_median0.00912014087041219
sim_compute_robot_state-ego_min0.00868055502573649
sim_compute_robot_state-npc0_max0.008629123369852701
sim_compute_robot_state-npc0_mean0.008445443630218506
sim_compute_robot_state-npc0_median0.008397108713785807
sim_compute_robot_state-npc0_min0.008301783402760823
sim_compute_robot_state-npc1_max0.008225487073262533
sim_compute_robot_state-npc1_mean0.008029822826385499
sim_compute_robot_state-npc1_median0.007995945612589518
sim_compute_robot_state-npc1_min0.007939418156941732
sim_compute_robot_state-npc2_max0.00832835594813029
sim_compute_robot_state-npc2_mean0.008118450005849202
sim_compute_robot_state-npc2_median0.008211150964101155
sim_compute_robot_state-npc2_min0.007893434365590413
sim_compute_robot_state-npc3_max0.008283977508544921
sim_compute_robot_state-npc3_mean0.008102129141489663
sim_compute_robot_state-npc3_median0.008151284058888753
sim_compute_robot_state-npc3_min0.00792188008626302
sim_compute_sim_state_max0.004923582871754964
sim_compute_sim_state_mean0.004813290119171142
sim_compute_sim_state_median0.004816021124521891
sim_compute_sim_state_min0.004716710249582926
sim_physics_max0.21079895416895547
sim_physics_mean0.19770565271377563
sim_physics_median0.19690927187601728
sim_physics_min0.18390398979187011
sim_render-ego_max0.012466131051381429
sim_render-ego_mean0.012127221584320069
sim_render-ego_median0.012093083063761391
sim_render-ego_min0.011784377892812094
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean14.950000000000076
survival_time_min14.950000000000076
No reset possible
249804147Andrea Censi 🇨🇭rotationaido3-LFV-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:21:11
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driven_lanedir_consec_median0.00031446221011421915
survival_time_median14.950000000000076
deviation-center-line_median0.4891048530415207
in-drivable-lane_median7.600000000000043


other stats
agent_compute-ego_max0.023348434766133627
agent_compute-ego_mean0.023123521486918132
agent_compute-ego_median0.023215421040852863
agent_compute-ego_min0.022684406439463296
deviation-center-line_max0.6113242374220981
deviation-center-line_mean0.422546032853888
deviation-center-line_min0.020737127615471695
deviation-heading_max5.830135897709593
deviation-heading_mean5.6845705507076865
deviation-heading_median5.657649106857694
deviation-heading_min5.536662996854859
driven_any_max0.026478672834058543
driven_any_mean0.02486423959225546
driven_any_median0.025930195541210208
driven_any_min0.022165452661382513
driven_lanedir_consec_max0.0021599934447711355
driven_lanedir_consec_mean-0.0004859282560538025
driven_lanedir_consec_min-0.003645956811333395
driven_lanedir_max0.0021599934447711355
driven_lanedir_mean-0.0004859282560538025
driven_lanedir_median0.00031446221011421915
driven_lanedir_min-0.003645956811333395
in-drivable-lane_max7.650000000000043
in-drivable-lane_mean7.600000000000042
in-drivable-lane_min7.550000000000044
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.026478672834058543, "sim_physics": 0.17194139321645102, "survival_time": 14.950000000000076, "driven_lanedir": 0.0021599934447711355, "sim_render-ego": 0.01176123301188151, "in-drivable-lane": 7.600000000000043, "agent_compute-ego": 0.022684406439463296, "deviation-heading": 5.657649106857694, "set_robot_commands": 0.009030199845631918, "deviation-center-line": 0.5610133203215761, "driven_lanedir_consec": 0.0021599934447711355, "sim_compute_sim_state": 0.00478857437769572, "sim_compute_performance-ego": 0.007101129690806071, "sim_compute_robot_state-ego": 0.008853089809417725, "sim_compute_robot_state-npc0": 0.008316683769226074, "sim_compute_robot_state-npc1": 0.00826751152674357, "sim_compute_robot_state-npc2": 0.008071575959523519, "sim_compute_robot_state-npc3": 0.0081298828125}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.025930195541210208, "sim_physics": 0.1657458313306173, "survival_time": 14.950000000000076, "driven_lanedir": -0.003645956811333395, "sim_render-ego": 0.011842475732167564, "in-drivable-lane": 7.650000000000043, "agent_compute-ego": 0.023215421040852863, "deviation-heading": 5.795316370396739, "set_robot_commands": 0.009241146246592204, "deviation-center-line": 0.6113242374220981, "driven_lanedir_consec": -0.003645956811333395, "sim_compute_sim_state": 0.005036711692810059, "sim_compute_performance-ego": 0.006998186111450195, "sim_compute_robot_state-ego": 0.008981651465098063, "sim_compute_robot_state-npc0": 0.008363644282023111, "sim_compute_robot_state-npc1": 0.008073453108469646, "sim_compute_robot_state-npc2": 0.008217043876647949, "sim_compute_robot_state-npc3": 0.008137076695760092}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.023804404672443435, "sim_physics": 0.1695910104115804, "survival_time": 14.950000000000076, "driven_lanedir": 0.0017527010091673567, "sim_render-ego": 0.01184308926264445, "in-drivable-lane": 7.550000000000044, "agent_compute-ego": 0.023313995202382407, "deviation-heading": 5.603088381719547, "set_robot_commands": 0.00921096960703532, "deviation-center-line": 0.4891048530415207, "driven_lanedir_consec": 0.0017527010091673567, "sim_compute_sim_state": 0.0048963419596354165, "sim_compute_performance-ego": 0.007336664994557699, "sim_compute_robot_state-ego": 0.009351510206858316, "sim_compute_robot_state-npc0": 0.008530179659525553, "sim_compute_robot_state-npc1": 0.008228734334309895, "sim_compute_robot_state-npc2": 0.008255914052327474, "sim_compute_robot_state-npc3": 0.008265785376230876}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.022165452661382513, "sim_physics": 0.17635317802429198, "survival_time": 14.950000000000076, "driven_lanedir": -0.003010841132988329, "sim_render-ego": 0.012081202665964762, "in-drivable-lane": 7.600000000000044, "agent_compute-ego": 0.023055349985758464, "deviation-heading": 5.536662996854859, "set_robot_commands": 0.009078567028045654, "deviation-center-line": 0.4305506258687733, "driven_lanedir_consec": -0.003010841132988329, "sim_compute_sim_state": 0.0049904092152913415, "sim_compute_performance-ego": 0.0071756092707316085, "sim_compute_robot_state-ego": 0.009155337810516357, "sim_compute_robot_state-npc0": 0.008619569142659505, "sim_compute_robot_state-npc1": 0.008307371139526367, "sim_compute_robot_state-npc2": 0.008175764878590902, "sim_compute_robot_state-npc3": 0.008237024943033855}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.02594247225218261, "sim_physics": 0.17449032068252562, "survival_time": 14.950000000000076, "driven_lanedir": 0.00031446221011421915, "sim_render-ego": 0.012046010494232175, "in-drivable-lane": 7.600000000000042, "agent_compute-ego": 0.023348434766133627, "deviation-heading": 5.830135897709593, "set_robot_commands": 0.009473114013671876, "deviation-center-line": 0.020737127615471695, "driven_lanedir_consec": 0.00031446221011421915, "sim_compute_sim_state": 0.005063545703887939, "sim_compute_performance-ego": 0.007196509838104248, "sim_compute_robot_state-ego": 0.009334884484608967, "sim_compute_robot_state-npc0": 0.008462461630503336, "sim_compute_robot_state-npc1": 0.008287619749704997, "sim_compute_robot_state-npc2": 0.008234654267628988, "sim_compute_robot_state-npc3": 0.00808666467666626}}
set_robot_commands_max0.009473114013671876
set_robot_commands_mean0.009206799348195394
set_robot_commands_median0.00921096960703532
set_robot_commands_min0.009030199845631918
sim_compute_performance-ego_max0.007336664994557699
sim_compute_performance-ego_mean0.007161619981129965
sim_compute_performance-ego_median0.0071756092707316085
sim_compute_performance-ego_min0.006998186111450195
sim_compute_robot_state-ego_max0.009351510206858316
sim_compute_robot_state-ego_mean0.009135294755299884
sim_compute_robot_state-ego_median0.009155337810516357
sim_compute_robot_state-ego_min0.008853089809417725
sim_compute_robot_state-npc0_max0.008619569142659505
sim_compute_robot_state-npc0_mean0.008458507696787515
sim_compute_robot_state-npc0_median0.008462461630503336
sim_compute_robot_state-npc0_min0.008316683769226074
sim_compute_robot_state-npc1_max0.008307371139526367
sim_compute_robot_state-npc1_mean0.008232937971750894
sim_compute_robot_state-npc1_median0.00826751152674357
sim_compute_robot_state-npc1_min0.008073453108469646
sim_compute_robot_state-npc2_max0.008255914052327474
sim_compute_robot_state-npc2_mean0.008190990606943767
sim_compute_robot_state-npc2_median0.008217043876647949
sim_compute_robot_state-npc2_min0.008071575959523519
sim_compute_robot_state-npc3_max0.008265785376230876
sim_compute_robot_state-npc3_mean0.008171286900838216
sim_compute_robot_state-npc3_median0.008137076695760092
sim_compute_robot_state-npc3_min0.00808666467666626
sim_compute_sim_state_max0.005063545703887939
sim_compute_sim_state_mean0.004955116589864096
sim_compute_sim_state_median0.0049904092152913415
sim_compute_sim_state_min0.00478857437769572
sim_physics_max0.17635317802429198
sim_physics_mean0.17162434673309326
sim_physics_median0.17194139321645102
sim_physics_min0.1657458313306173
sim_render-ego_max0.012081202665964762
sim_render-ego_mean0.011914802233378092
sim_render-ego_median0.01184308926264445
sim_render-ego_min0.01176123301188151
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean14.950000000000076
survival_time_min14.950000000000076
No reset possible
249744167Tanli Chou 🇹🇼challenge-aido_LF-template-randomaido3-LFVI-sim-testingstep1-simulationerrornoip-172-31-43-40-104970:03:20
The container "evalu [...]
The container "evaluator" exited with code 1.


Look at the logs for the container to know more about the error.
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No reset possible
249504192Liam Paull 🇨🇦challenge-aido_LF-template-ros - Template solution using ROSaido3-LFVI-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:06:41
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driven_lanedir_consec_median0.4702323960536803
survival_time_median2.849999999999998
deviation-center-line_median0.13623952041905
in-drivable-lane_median0.7999999999999976


other stats
agent_compute-ego_max0.029139000436534057
agent_compute-ego_mean0.0248833925904228
agent_compute-ego_median0.024507413830673487
agent_compute-ego_min0.019793599484914756
deviation-center-line_max0.2701922695523504
deviation-center-line_mean0.16546426353561405
deviation-center-line_min0.07144385614371519
deviation-heading_max1.2111022380750738
deviation-heading_mean0.8262001110734373
deviation-heading_median0.7978002362162196
deviation-heading_min0.39989969254594865
driven_any_max1.093753441791868
driven_any_mean0.7182169120135662
driven_any_median0.8072381933001381
driven_any_min0.29795781475632777
driven_lanedir_consec_max0.6735785385729686
driven_lanedir_consec_mean0.4271077107010905
driven_lanedir_consec_min0.2312609677194346
driven_lanedir_max0.6758329617605024
driven_lanedir_mean0.4275585953385973
driven_lanedir_median0.4702323960536803
driven_lanedir_min0.2312609677194346
in-drivable-lane_max1.6499999999999957
in-drivable-lane_mean0.7199999999999979
in-drivable-lane_min0
per-episodes
details{"udem1-0-0": {"driven_any": 1.093753441791868, "sim_physics": 0.1474447279091341, "survival_time": 4.149999999999993, "driven_lanedir": 0.4702323960536803, "sim_render-ego": 0.009597982268735587, "in-drivable-lane": 1.6499999999999957, "agent_compute-ego": 0.019793599484914756, "deviation-heading": 1.2111022380750738, "set_robot_commands": 0.006953064217624894, "deviation-center-line": 0.2487133429854821, "driven_lanedir_consec": 0.4702323960536803, "sim_compute_sim_state": 0.003887012780430805, "sim_compute_performance-ego": 0.005327767636402544, "sim_compute_robot_state-ego": 0.0066885344953422085, "sim_compute_robot_state-npc0": 0.006939011884022908, "sim_compute_robot_state-npc1": 0.006118828991809523, "sim_compute_robot_state-npc2": 0.006158136459718268, "sim_compute_robot_state-npc3": 0.006288993789489011}, "udem1-1-0": {"driven_any": 0.29795781475632777, "sim_physics": 0.1901940239800347, "survival_time": 1.3500000000000003, "driven_lanedir": 0.2312609677194346, "sim_render-ego": 0.011769718594021268, "in-drivable-lane": 0.05000000000000005, "agent_compute-ego": 0.028731734664351853, "deviation-heading": 0.6953408166028195, "set_robot_commands": 0.0102486080593533, "deviation-center-line": 0.10073232857747254, "driven_lanedir_consec": 0.2312609677194346, "sim_compute_sim_state": 0.005715493802671079, "sim_compute_performance-ego": 0.006934112972683377, "sim_compute_robot_state-ego": 0.008960873992354781, "sim_compute_robot_state-npc0": 0.008401058338306568, "sim_compute_robot_state-npc1": 0.00796144096939652, "sim_compute_robot_state-npc2": 0.008217670299388745, "sim_compute_robot_state-npc3": 0.009156924706918222}, "udem1-2-0": {"driven_any": 1.0809477890804953, "sim_physics": 0.1655603616665571, "survival_time": 3.899999999999994, "driven_lanedir": 0.6758329617605024, "sim_render-ego": 0.01001900281661596, "in-drivable-lane": 1.099999999999996, "agent_compute-ego": 0.022245214535639837, "deviation-heading": 1.0268575719271245, "set_robot_commands": 0.007390544964716985, "deviation-center-line": 0.2701922695523504, "driven_lanedir_consec": 0.6735785385729686, "sim_compute_sim_state": 0.0038856726426344658, "sim_compute_performance-ego": 0.005610469060066419, "sim_compute_robot_state-ego": 0.0072504190298227165, "sim_compute_robot_state-npc0": 0.006563159135671763, "sim_compute_robot_state-npc1": 0.006435947540478828, "sim_compute_robot_state-npc2": 0.006376339839054988, "sim_compute_robot_state-npc3": 0.006402076819004157}, "udem1-3-0": {"driven_any": 0.8072381933001381, "sim_physics": 0.18256500729343347, "survival_time": 2.849999999999998, "driven_lanedir": 0.47292588175405326, "sim_render-ego": 0.011383621316207085, "in-drivable-lane": 0.7999999999999976, "agent_compute-ego": 0.024507413830673487, "deviation-heading": 0.7978002362162196, "set_robot_commands": 0.009002551697848136, "deviation-center-line": 0.13623952041905, "driven_lanedir_consec": 0.47292588175405326, "sim_compute_sim_state": 0.004249413808186849, "sim_compute_performance-ego": 0.0065114790933173995, "sim_compute_robot_state-ego": 0.008783771280656782, "sim_compute_robot_state-npc0": 0.007865684074268006, "sim_compute_robot_state-npc1": 0.007506859929938065, "sim_compute_robot_state-npc2": 0.007313602849056846, "sim_compute_robot_state-npc3": 0.007234652837117513}, "udem1-4-0": {"driven_any": 0.31118732113900155, "sim_physics": 0.49365958960159967, "survival_time": 1.1500000000000004, "driven_lanedir": 0.2875407694053156, "sim_render-ego": 0.0226885754129161, "in-drivable-lane": 0, "agent_compute-ego": 0.029139000436534057, "deviation-heading": 0.39989969254594865, "set_robot_commands": 0.011619412380716076, "deviation-center-line": 0.07144385614371519, "driven_lanedir_consec": 0.2875407694053156, "sim_compute_sim_state": 0.006393256394759468, "sim_compute_performance-ego": 0.007553131684013035, "sim_compute_robot_state-ego": 0.010516322177389391, "sim_compute_robot_state-npc0": 0.010662514230479364, "sim_compute_robot_state-npc1": 0.00959176602570907, "sim_compute_robot_state-npc2": 0.011404752731323242, "sim_compute_robot_state-npc3": 0.010178773299507471}}
set_robot_commands_max0.011619412380716076
set_robot_commands_mean0.00904283626405188
set_robot_commands_median0.009002551697848136
set_robot_commands_min0.006953064217624894
sim_compute_performance-ego_max0.007553131684013035
sim_compute_performance-ego_mean0.006387392089296555
sim_compute_performance-ego_median0.0065114790933173995
sim_compute_performance-ego_min0.005327767636402544
sim_compute_robot_state-ego_max0.010516322177389391
sim_compute_robot_state-ego_mean0.008439984195113177
sim_compute_robot_state-ego_median0.008783771280656782
sim_compute_robot_state-ego_min0.0066885344953422085
sim_compute_robot_state-npc0_max0.010662514230479364
sim_compute_robot_state-npc0_mean0.008086285532549722
sim_compute_robot_state-npc0_median0.007865684074268006
sim_compute_robot_state-npc0_min0.006563159135671763
sim_compute_robot_state-npc1_max0.00959176602570907
sim_compute_robot_state-npc1_mean0.007522968691466401
sim_compute_robot_state-npc1_median0.007506859929938065
sim_compute_robot_state-npc1_min0.006118828991809523
sim_compute_robot_state-npc2_max0.011404752731323242
sim_compute_robot_state-npc2_mean0.007894100435708418
sim_compute_robot_state-npc2_median0.007313602849056846
sim_compute_robot_state-npc2_min0.006158136459718268
sim_compute_robot_state-npc3_max0.010178773299507471
sim_compute_robot_state-npc3_mean0.007852284290407274
sim_compute_robot_state-npc3_median0.007234652837117513
sim_compute_robot_state-npc3_min0.006288993789489011
sim_compute_sim_state_max0.006393256394759468
sim_compute_sim_state_mean0.004826169885736533
sim_compute_sim_state_median0.004249413808186849
sim_compute_sim_state_min0.0038856726426344658
sim_physics_max0.49365958960159967
sim_physics_mean0.2358847420901518
sim_physics_median0.18256500729343347
sim_physics_min0.1474447279091341
sim_render-ego_max0.0226885754129161
sim_render-ego_mean0.0130917800816992
sim_render-ego_median0.011383621316207085
sim_render-ego_min0.009597982268735587
simulation-passed1
survival_time_max4.149999999999993
survival_time_mean2.679999999999997
survival_time_min1.1500000000000004
No reset possible
249404207Bhairav Mehtachallenge-aido_LF-template-pytorchaido3-LF-sim-validationstep1-simulationfailednoip-172-31-43-40-104970:04:03
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 298, in run_episode
    agent.write_topic_and_expect_zero('observations', recv.data.observations)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 105, in write_topic_and_expect_zero
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 296, in read_until_over
    raise TimeoutError(msg) from None
TimeoutError: Timeout while reading output of node "agent".

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
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No reset possible
249364214Manfred DiazBaseline-IL-logs-tensorflowaido3-LF-sim-testingstep1-simulationfailednoip-172-31-43-40-104970:01:10
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 299, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 96, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 177, in read_one
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 286, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "agent" aborted:

error in agent |Exception while handling a message on topic "get_commands".
               |
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1334, in _do_call
               ||     return fn(*args)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1319, in _run_fn
               ||     options, feed_dict, fetch_list, target_list, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1407, in _call_tf_sessionrun
               ||     run_metadata)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[{{node prefix/ConvNet/conv_layer_1/kernel/read}}]]
               ||
               || During handling of the above exception, another exception occurred:
               ||
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 69, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 58, in compute_action
               ||     x: observation
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 929, in run
               ||     run_metadata_ptr)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1152, in _run
               ||     feed_dict_tensor, options, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1328, in _do_run
               ||     run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1348, in _do_call
               ||     raise type(e)(node_def, op, message)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               || Caused by op 'prefix/ConvNet/conv_layer_1/kernel/read', defined at:
               ||   File "imitation_agent.py", line 134, in <module>
               ||     main()
               ||   File "imitation_agent.py", line 130, in main
               ||     wrap_direct(node=node, protocol=protocol)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/interface.py", line 22, in wrap_direct
               ||     run_loop(node, protocol, args)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 196, in run_loop
               ||     config=config)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 69, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 41, in compute_action
               ||     graph = load_graph(frozen_model_filename)
               ||   File "/workspace/graph_utils.py", line 14, in load_graph
               ||     tf.import_graph_def(graph_def, name="prefix")
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/util/deprecation.py", line 507, in new_func
               ||     return func(*args, **kwargs)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 442, in import_graph_def
               ||     _ProcessNewOps(graph)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 235, in _ProcessNewOps
               ||     for new_op in graph._add_new_tf_operations(compute_devices=False):  # pylint: disable=protected-access
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in _add_new_tf_operations
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in <listcomp>
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3325, in _create_op_from_tf_operation
               ||     ret = Operation(c_op, self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 1801, in __init__
               ||     self._traceback = tf_stack.extract_stack()
               ||
               || FailedPreconditionError (see above for traceback): Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               ||

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
No reset possible
249274223Manfred DiazBaseline-IL-logs-tensorflowaido3-LF-sim-validationstep1-simulationfailednoip-172-31-43-40-104970:01:00
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 299, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 96, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 177, in read_one
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 286, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "agent" aborted:

error in agent |Exception while handling a message on topic "get_commands".
               |
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1334, in _do_call
               ||     return fn(*args)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1319, in _run_fn
               ||     options, feed_dict, fetch_list, target_list, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1407, in _call_tf_sessionrun
               ||     run_metadata)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[{{node prefix/ConvNet/conv_layer_1/kernel/read}}]]
               ||
               || During handling of the above exception, another exception occurred:
               ||
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 71, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 60, in compute_action
               ||     x: observation
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 929, in run
               ||     run_metadata_ptr)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1152, in _run
               ||     feed_dict_tensor, options, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1328, in _do_run
               ||     run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1348, in _do_call
               ||     raise type(e)(node_def, op, message)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               || Caused by op 'prefix/ConvNet/conv_layer_1/kernel/read', defined at:
               ||   File "imitation_agent.py", line 136, in <module>
               ||     main()
               ||   File "imitation_agent.py", line 132, in main
               ||     wrap_direct(node=node, protocol=protocol)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/interface.py", line 22, in wrap_direct
               ||     run_loop(node, protocol, args)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 196, in run_loop
               ||     config=config)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 71, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 43, in compute_action
               ||     graph = load_graph(frozen_model_filename)
               ||   File "/workspace/graph_utils.py", line 14, in load_graph
               ||     tf.import_graph_def(graph_def, name="prefix")
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/util/deprecation.py", line 507, in new_func
               ||     return func(*args, **kwargs)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 442, in import_graph_def
               ||     _ProcessNewOps(graph)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 235, in _ProcessNewOps
               ||     for new_op in graph._add_new_tf_operations(compute_devices=False):  # pylint: disable=protected-access
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in _add_new_tf_operations
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in <listcomp>
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3325, in _create_op_from_tf_operation
               ||     ret = Operation(c_op, self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 1801, in __init__
               ||     self._traceback = tf_stack.extract_stack()
               ||
               || FailedPreconditionError (see above for traceback): Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               ||

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
No reset possible
249224227Manfred DiazBaseline-IL-logs-tensorflowaido3-LFVI-sim-testingstep1-simulationfailednoip-172-31-43-40-104970:01:50
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 299, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 96, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 177, in read_one
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 286, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "agent" aborted:

error in agent |Exception while handling a message on topic "get_commands".
               |
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1334, in _do_call
               ||     return fn(*args)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1319, in _run_fn
               ||     options, feed_dict, fetch_list, target_list, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1407, in _call_tf_sessionrun
               ||     run_metadata)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/fc_layer_2/bias
               || 	 [[{{node prefix/ConvNet/fc_layer_2/bias/read}}]]
               ||
               || During handling of the above exception, another exception occurred:
               ||
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 71, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 60, in compute_action
               ||     x: observation
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 929, in run
               ||     run_metadata_ptr)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1152, in _run
               ||     feed_dict_tensor, options, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1328, in _do_run
               ||     run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1348, in _do_call
               ||     raise type(e)(node_def, op, message)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/fc_layer_2/bias
               || 	 [[node prefix/ConvNet/fc_layer_2/bias/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               || Caused by op 'prefix/ConvNet/fc_layer_2/bias/read', defined at:
               ||   File "imitation_agent.py", line 136, in <module>
               ||     main()
               ||   File "imitation_agent.py", line 132, in main
               ||     wrap_direct(node=node, protocol=protocol)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/interface.py", line 22, in wrap_direct
               ||     run_loop(node, protocol, args)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 196, in run_loop
               ||     config=config)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 71, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 43, in compute_action
               ||     graph = load_graph(frozen_model_filename)
               ||   File "/workspace/graph_utils.py", line 14, in load_graph
               ||     tf.import_graph_def(graph_def, name="prefix")
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/util/deprecation.py", line 507, in new_func
               ||     return func(*args, **kwargs)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 442, in import_graph_def
               ||     _ProcessNewOps(graph)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 235, in _ProcessNewOps
               ||     for new_op in graph._add_new_tf_operations(compute_devices=False):  # pylint: disable=protected-access
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in _add_new_tf_operations
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in <listcomp>
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3325, in _create_op_from_tf_operation
               ||     ret = Operation(c_op, self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 1801, in __init__
               ||     self._traceback = tf_stack.extract_stack()
               ||
               || FailedPreconditionError (see above for traceback): Attempting to use uninitialized value prefix/ConvNet/fc_layer_2/bias
               || 	 [[node prefix/ConvNet/fc_layer_2/bias/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               ||

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
No reset possible
249044245Manfred DiazBaseline-IL-logs-tensorflowaido3-LFVI-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:24:53
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.03441753442590478
survival_time_median14.950000000000076
deviation-center-line_median0.8945337646409234
in-drivable-lane_median0


other stats
agent_compute-ego_max0.09989978790283204
agent_compute-ego_mean0.09072546482086184
agent_compute-ego_median0.09070368766784669
agent_compute-ego_min0.07727437257766724
deviation-center-line_max1.1089105598132276
deviation-center-line_mean0.8009145954897001
deviation-center-line_min0.13096441622170696
deviation-heading_max5.243646634348893
deviation-heading_mean2.5494160429849706
deviation-heading_median1.5681205954929416
deviation-heading_min0.8456316081991447
driven_any_max0.03474154027971543
driven_any_mean0.034651044113437855
driven_any_median0.034665207579427704
driven_any_min0.034487058725390624
driven_lanedir_consec_max0.03460928336695979
driven_lanedir_consec_mean0.033886815622739076
driven_lanedir_consec_min0.032530449465213884
driven_lanedir_max0.03460928336695979
driven_lanedir_mean0.033886815622739076
driven_lanedir_median0.03441753442590478
driven_lanedir_min0.032530449465213884
in-drivable-lane_max0
in-drivable-lane_mean0
in-drivable-lane_min0
per-episodes
details{"udem1-0-0": {"driven_any": 0.03474154027971543, "sim_physics": 0.1667950391769409, "survival_time": 14.950000000000076, "driven_lanedir": 0.03454891843419383, "sim_render-ego": 0.010747938950856527, "in-drivable-lane": 0, "agent_compute-ego": 0.07727437257766724, "deviation-heading": 1.5681205954929416, "set_robot_commands": 0.008504362901051839, "deviation-center-line": 1.1089105598132276, "driven_lanedir_consec": 0.03454891843419383, "sim_compute_sim_state": 0.004548992315928141, "sim_compute_performance-ego": 0.006304403146107991, "sim_compute_robot_state-ego": 0.00790834903717041, "sim_compute_robot_state-npc0": 0.0076438514391581214, "sim_compute_robot_state-npc1": 0.0074784485499064125, "sim_compute_robot_state-npc2": 0.007179574171702067, "sim_compute_robot_state-npc3": 0.007098344167073568}, "udem1-1-0": {"driven_any": 0.03463647387558879, "sim_physics": 0.2515654921531677, "survival_time": 14.950000000000076, "driven_lanedir": 0.032530449465213884, "sim_render-ego": 0.012799296379089355, "in-drivable-lane": 0, "agent_compute-ego": 0.09989978790283204, "deviation-heading": 5.243646634348893, "set_robot_commands": 0.010278918743133546, "deviation-center-line": 1.0551709782887615, "driven_lanedir_consec": 0.032530449465213884, "sim_compute_sim_state": 0.005080788135528564, "sim_compute_performance-ego": 0.007431050141652425, "sim_compute_robot_state-ego": 0.009488446712493897, "sim_compute_robot_state-npc0": 0.008924521605173747, "sim_compute_robot_state-npc1": 0.00854714552561442, "sim_compute_robot_state-npc2": 0.008398059209187826, "sim_compute_robot_state-npc3": 0.00850593090057373}, "udem1-2-0": {"driven_any": 0.034487058725390624, "sim_physics": 0.20872347036997477, "survival_time": 14.950000000000076, "driven_lanedir": 0.03441753442590478, "sim_render-ego": 0.012015395164489746, "in-drivable-lane": 0, "agent_compute-ego": 0.09800087451934816, "deviation-heading": 0.8456316081991447, "set_robot_commands": 0.009610803127288818, "deviation-center-line": 0.8945337646409234, "driven_lanedir_consec": 0.03441753442590478, "sim_compute_sim_state": 0.004912277062733968, "sim_compute_performance-ego": 0.0068942411740620935, "sim_compute_robot_state-ego": 0.009038139184316, "sim_compute_robot_state-npc0": 0.008307380676269531, "sim_compute_robot_state-npc1": 0.008149791558583577, "sim_compute_robot_state-npc2": 0.008100058237711589, "sim_compute_robot_state-npc3": 0.008189413547515869}, "udem1-3-0": {"driven_any": 0.034665207579427704, "sim_physics": 0.20163651943206787, "survival_time": 14.950000000000076, "driven_lanedir": 0.03460928336695979, "sim_render-ego": 0.012241711616516111, "in-drivable-lane": 0, "agent_compute-ego": 0.08774860143661499, "deviation-heading": 0.8513506488354827, "set_robot_commands": 0.00944560686747233, "deviation-center-line": 0.8149932584838815, "driven_lanedir_consec": 0.03460928336695979, "sim_compute_sim_state": 0.004735978444417318, "sim_compute_performance-ego": 0.006997195879618326, "sim_compute_robot_state-ego": 0.009188973903656006, "sim_compute_robot_state-npc0": 0.008324282964070638, "sim_compute_robot_state-npc1": 0.007921537558237712, "sim_compute_robot_state-npc2": 0.008052000999450684, "sim_compute_robot_state-npc3": 0.00792548100153605}, "udem1-4-0": {"driven_any": 0.03472494010706674, "sim_physics": 0.18425867954889932, "survival_time": 14.950000000000076, "driven_lanedir": 0.03332789242142309, "sim_render-ego": 0.012264466285705568, "in-drivable-lane": 0, "agent_compute-ego": 0.09070368766784669, "deviation-heading": 4.23833072804839, "set_robot_commands": 0.010119544665018717, "deviation-center-line": 0.13096441622170696, "driven_lanedir_consec": 0.03332789242142309, "sim_compute_sim_state": 0.005092677275339763, "sim_compute_performance-ego": 0.007033545176188151, "sim_compute_robot_state-ego": 0.009163906574249267, "sim_compute_robot_state-npc0": 0.009125899473826093, "sim_compute_robot_state-npc1": 0.008445561726888021, "sim_compute_robot_state-npc2": 0.008443092505137126, "sim_compute_robot_state-npc3": 0.008737095991770426}}
set_robot_commands_max0.010278918743133546
set_robot_commands_mean0.009591847260793053
set_robot_commands_median0.009610803127288818
set_robot_commands_min0.008504362901051839
sim_compute_performance-ego_max0.007431050141652425
sim_compute_performance-ego_mean0.006932087103525797
sim_compute_performance-ego_median0.006997195879618326
sim_compute_performance-ego_min0.006304403146107991
sim_compute_robot_state-ego_max0.009488446712493897
sim_compute_robot_state-ego_mean0.008957563082377116
sim_compute_robot_state-ego_median0.009163906574249267
sim_compute_robot_state-ego_min0.00790834903717041
sim_compute_robot_state-npc0_max0.009125899473826093
sim_compute_robot_state-npc0_mean0.008465187231699626
sim_compute_robot_state-npc0_median0.008324282964070638
sim_compute_robot_state-npc0_min0.0076438514391581214
sim_compute_robot_state-npc1_max0.00854714552561442
sim_compute_robot_state-npc1_mean0.008108496983846029
sim_compute_robot_state-npc1_median0.008149791558583577
sim_compute_robot_state-npc1_min0.0074784485499064125
sim_compute_robot_state-npc2_max0.008443092505137126
sim_compute_robot_state-npc2_mean0.008034557024637859
sim_compute_robot_state-npc2_median0.008100058237711589
sim_compute_robot_state-npc2_min0.007179574171702067
sim_compute_robot_state-npc3_max0.008737095991770426
sim_compute_robot_state-npc3_mean0.008091253121693929
sim_compute_robot_state-npc3_median0.008189413547515869
sim_compute_robot_state-npc3_min0.007098344167073568
sim_compute_sim_state_max0.005092677275339763
sim_compute_sim_state_mean0.0048741426467895504
sim_compute_sim_state_median0.004912277062733968
sim_compute_sim_state_min0.004548992315928141
sim_physics_max0.2515654921531677
sim_physics_mean0.2025958401362101
sim_physics_median0.20163651943206787
sim_physics_min0.1667950391769409
sim_render-ego_max0.012799296379089355
sim_render-ego_mean0.01201376167933146
sim_render-ego_median0.012241711616516111
sim_render-ego_min0.010747938950856527
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean14.950000000000076
survival_time_min14.950000000000076
No reset possible
249034247Manfred Diazchallenge-aido_LF-template-tensorflowaido3-LF-sim-validationstep1-simulationfailednoip-172-31-43-40-104970:01:08
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 299, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 96, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 177, in read_one
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 286, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "agent" aborted:

error in agent |Exception while handling a message on topic "get_commands".
               |
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "solution.py", line 42, in on_received_get_commands
               ||     pwm_commands = PWMCommands(motor_left=pwm_left, motor_right=pwm_right)
               ||   File "<string>", line 4, in __init__
               ||   File "/usr/local/lib/python3.7/dist-packages/aido_schemas/schemas.py", line 41, in __post_init__
               ||     raise ValueError(msg)
               || ValueError: Expected values to be between -1 and 1. Obtained 1.016830325126648, -0.19885946810245514
               ||

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
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248884256Manfred DiazBaseline solution using reinforcement learningaido3-LF-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:13:03
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driven_lanedir_consec_median0.462082756288114
survival_time_median14.950000000000076
deviation-center-line_median0.4847576811308859
in-drivable-lane_median6.950000000000042


other stats
agent_compute-ego_max0.035576769510904944
agent_compute-ego_mean0.0320646322844685
agent_compute-ego_median0.03238247235616048
agent_compute-ego_min0.02737573955370032
deviation-center-line_max0.6890833461926236
deviation-center-line_mean0.3828578393870001
deviation-center-line_min0.06052279149268016
deviation-heading_max6.0789567997065586
deviation-heading_mean4.48138218832557
deviation-heading_median5.82065750636341
deviation-heading_min0.5226619616074745
driven_any_max1.562814586012004
driven_any_mean1.1684888304161782
driven_any_median1.3863015270060697
driven_any_min0.08587037013382659
driven_lanedir_consec_max0.5946214846374516
driven_lanedir_consec_mean0.3694608275684502
driven_lanedir_consec_min0.031039092174315996
driven_lanedir_max0.5946214846374516
driven_lanedir_mean0.3694608275684502
driven_lanedir_median0.462082756288114
driven_lanedir_min0.031039092174315996
in-drivable-lane_max10.05000000000008
in-drivable-lane_mean6.260000000000039
in-drivable-lane_min0.3500000000000002
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 1.562814586012004, "sim_physics": 0.11377189954121908, "survival_time": 14.950000000000076, "driven_lanedir": 0.5946214846374516, "sim_render-ego": 0.01163821538289388, "in-drivable-lane": 6.950000000000042, "agent_compute-ego": 0.03238247235616048, "deviation-heading": 5.86287938333772, "set_robot_commands": 0.009534231026967366, "deviation-center-line": 0.6890833461926236, "driven_lanedir_consec": 0.5946214846374516, "sim_compute_sim_state": 0.005026979446411133, "sim_compute_performance-ego": 0.007207426230112711, "sim_compute_robot_state-ego": 0.008914438088734945}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 1.4236984094446186, "sim_physics": 0.10771199226379397, "survival_time": 14.950000000000076, "driven_lanedir": 0.49335326674598934, "sim_render-ego": 0.012266772588094076, "in-drivable-lane": 6.900000000000037, "agent_compute-ego": 0.03462745507558187, "deviation-heading": 6.0789567997065586, "set_robot_commands": 0.009310012658437092, "deviation-center-line": 0.1488907255634941, "driven_lanedir_consec": 0.49335326674598934, "sim_compute_sim_state": 0.005229175090789795, "sim_compute_performance-ego": 0.007114881674448649, "sim_compute_robot_state-ego": 0.00942338784535726}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.08587037013382659, "sim_physics": 0.1022818192191746, "survival_time": 1.1500000000000004, "driven_lanedir": 0.031039092174315996, "sim_render-ego": 0.01203750527423361, "in-drivable-lane": 0.3500000000000002, "agent_compute-ego": 0.02737573955370032, "deviation-heading": 0.5226619616074745, "set_robot_commands": 0.008942904679671577, "deviation-center-line": 0.06052279149268016, "driven_lanedir_consec": 0.031039092174315996, "sim_compute_sim_state": 0.004785485889600671, "sim_compute_performance-ego": 0.006685122199680494, "sim_compute_robot_state-ego": 0.008589775665946629}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 1.3863015270060697, "sim_physics": 0.0956186564763387, "survival_time": 14.950000000000076, "driven_lanedir": 0.2662075379963804, "sim_render-ego": 0.011019218762715655, "in-drivable-lane": 10.05000000000008, "agent_compute-ego": 0.035576769510904944, "deviation-heading": 4.121755290612689, "set_robot_commands": 0.008834378719329834, "deviation-center-line": 0.5310346525553168, "driven_lanedir_consec": 0.2662075379963804, "sim_compute_sim_state": 0.004813102881113688, "sim_compute_performance-ego": 0.006850290298461914, "sim_compute_robot_state-ego": 0.008359756469726563}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 1.3837592594843728, "sim_physics": 0.09384672164916992, "survival_time": 14.950000000000076, "driven_lanedir": 0.462082756288114, "sim_render-ego": 0.01108719269434611, "in-drivable-lane": 7.050000000000038, "agent_compute-ego": 0.030360724925994873, "deviation-heading": 5.82065750636341, "set_robot_commands": 0.008634175459543864, "deviation-center-line": 0.4847576811308859, "driven_lanedir_consec": 0.462082756288114, "sim_compute_sim_state": 0.004594009717305501, "sim_compute_performance-ego": 0.006404523849487305, "sim_compute_robot_state-ego": 0.008202660083770751}}
set_robot_commands_max0.009534231026967366
set_robot_commands_mean0.009051140508789949
set_robot_commands_median0.008942904679671577
set_robot_commands_min0.008634175459543864
sim_compute_performance-ego_max0.007207426230112711
sim_compute_performance-ego_mean0.006852448850438214
sim_compute_performance-ego_median0.006850290298461914
sim_compute_performance-ego_min0.006404523849487305
sim_compute_robot_state-ego_max0.00942338784535726
sim_compute_robot_state-ego_mean0.008698003630707229
sim_compute_robot_state-ego_median0.008589775665946629
sim_compute_robot_state-ego_min0.008202660083770751
sim_compute_sim_state_max0.005229175090789795
sim_compute_sim_state_mean0.004889750605044157
sim_compute_sim_state_median0.004813102881113688
sim_compute_sim_state_min0.004594009717305501
sim_physics_max0.11377189954121908
sim_physics_mean0.10264621782993924
sim_physics_median0.1022818192191746
sim_physics_min0.09384672164916992
sim_render-ego_max0.012266772588094076
sim_render-ego_mean0.011609780940456668
sim_render-ego_median0.01163821538289388
sim_render-ego_min0.011019218762715655
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean12.19000000000006
survival_time_min1.1500000000000004
No reset possible
248854264Gianmarco Bernasconichallenge-aido_LF-baseline-duckietownaido3-LFV-sim-testingstep1-simulationerrornoip-172-31-43-40-104970:01:34
The container "evalu [...]
The container "evaluator" exited with code 1.


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248744274Riza Velioglu 🇩🇪Uni Bielefeldaido3-LFVI-sim-testingstep1-simulationerrornoip-172-31-43-40-104970:02:30
The container "solut [...]
The container "solution" exited with code 1.


Look at the logs for the container to know more about the error.
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248594296Liam Paull 🇨🇦challenge-aido_LF-template-randomaido3-LFV-sim-testingstep1-simulationsuccessnoip-172-31-43-40-104970:14:54
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driven_lanedir_consec_median0.47061816984274774
survival_time_median2.4499999999999993
deviation-center-line_median0.09047885846140293
in-drivable-lane_median0.7999999999999974


other stats
agent_compute-ego_max0.02472675930369984
agent_compute-ego_mean0.021560709343450637
agent_compute-ego_median0.022256903648376465
agent_compute-ego_min0.013577972139630998
deviation-center-line_max0.17439134565029044
deviation-center-line_mean0.1112205456826628
deviation-center-line_min0.05649185041622204
deviation-heading_max0.8583234710357402
deviation-heading_mean0.37150980594423094
deviation-heading_median0.34774352178293905
deviation-heading_min0.1892537419842091
driven_any_max1.6169932854589055
driven_any_mean0.8549136794030617
driven_any_median0.9441796518284096
driven_any_min0.28668385087664994
driven_lanedir_consec_max1.2433038249708372
driven_lanedir_consec_mean0.5622432991481365
driven_lanedir_consec_min0.24216121529728207
driven_lanedir_max1.2433038249708372
driven_lanedir_mean0.5622432991481365
driven_lanedir_median0.47061816984274774
driven_lanedir_min0.24216121529728207
in-drivable-lane_max1.3499999999999996
in-drivable-lane_mean0.5899999999999992
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 1.0243289631429704, "sim_physics": 0.13645129733615452, "survival_time": 2.6999999999999984, "driven_lanedir": 0.5723310224856362, "sim_render-ego": 0.011798002101756909, "in-drivable-lane": 0.9999999999999976, "agent_compute-ego": 0.021714188434459544, "deviation-heading": 0.19401296908406307, "set_robot_commands": 0.009791462509720414, "deviation-center-line": 0.15907928712407876, "driven_lanedir_consec": 0.5723310224856362, "sim_compute_sim_state": 0.004448767061586733, "sim_compute_performance-ego": 0.006991616001835576, "sim_compute_robot_state-ego": 0.008694035035592539, "sim_compute_robot_state-npc0": 0.008263972070482042, "sim_compute_robot_state-npc1": 0.0076861028318051935, "sim_compute_robot_state-npc2": 0.007733141934430158, "sim_compute_robot_state-npc3": 0.007722669177585178}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.4119037580118985, "sim_physics": 0.23204593658447265, "survival_time": 1.2500000000000004, "driven_lanedir": 0.3792793194470208, "sim_render-ego": 0.012969131469726563, "in-drivable-lane": 0, "agent_compute-ego": 0.023028755187988283, "deviation-heading": 0.47860435001913376, "set_robot_commands": 0.010923824310302734, "deviation-center-line": 0.09344288799285194, "driven_lanedir_consec": 0.3792793194470208, "sim_compute_sim_state": 0.0047918415069580075, "sim_compute_performance-ego": 0.007280035018920899, "sim_compute_robot_state-ego": 0.009491796493530274, "sim_compute_robot_state-npc0": 0.009368400573730468, "sim_compute_robot_state-npc1": 0.00876077651977539, "sim_compute_robot_state-npc2": 0.008263893127441406, "sim_compute_robot_state-npc3": 0.007905759811401368}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 1.579862082650716, "sim_physics": 0.18048686102816933, "survival_time": 3.7999999999999945, "driven_lanedir": 1.2433038249708372, "sim_render-ego": 0.011733412742614746, "in-drivable-lane": 0.5999999999999979, "agent_compute-ego": 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set_robot_commands_max0.010923824310302734
set_robot_commands_mean0.008966822324034599
set_robot_commands_median0.00923189640045166
set_robot_commands_min0.004800694329398019
sim_compute_performance-ego_max0.007955026626586915
sim_compute_performance-ego_mean0.006715903687727913
sim_compute_performance-ego_median0.006988211681968288
sim_compute_performance-ego_min0.0038632324763706754
sim_compute_robot_state-ego_max0.010317583084106446
sim_compute_robot_state-ego_mean0.00842583114959919
sim_compute_robot_state-ego_median0.008648019087942023
sim_compute_robot_state-ego_min0.004984208515712193
sim_compute_robot_state-npc0_max0.012324995464748807
sim_compute_robot_state-npc0_mean0.008369798480106761
sim_compute_robot_state-npc0_median0.008270968331231011
sim_compute_robot_state-npc0_min0.004778112683977399
sim_compute_robot_state-npc1_max0.00930570125579834
sim_compute_robot_state-npc1_mean0.007614238389428008
sim_compute_robot_state-npc1_median0.0076861028318051935
sim_compute_robot_state-npc1_min0.0044964296477181575
sim_compute_robot_state-npc2_max0.01121110827834518
sim_compute_robot_state-npc2_mean0.007838917245399249
sim_compute_robot_state-npc2_median0.007786162045537209
sim_compute_robot_state-npc2_min0.004471387181963239
sim_compute_robot_state-npc3_max0.009030380249023438
sim_compute_robot_state-npc3_mean0.007467568695823764
sim_compute_robot_state-npc3_median0.007722669177585178
sim_compute_robot_state-npc3_min0.004456758499145508
sim_compute_sim_state_max0.0052850341796875
sim_compute_sim_state_mean0.004436282951565311
sim_compute_sim_state_median0.004506220817565918
sim_compute_sim_state_min0.002738331045423235
sim_physics_max0.25851966034282337
sim_physics_mean0.1768132816134771
sim_physics_median0.16778754282601271
sim_physics_min0.09222935778754096
sim_render-ego_max0.013860561630942604
sim_render-ego_mean0.011526208250512955
sim_render-ego_median0.011798002101756909
sim_render-ego_min0.007117526871817452
simulation-passed1
survival_time_max3.949999999999994
survival_time_mean2.2366666666666655
survival_time_min0.9500000000000004
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248384338Soroush Saryazdi 🇨🇦challenge-aido_LF-baseline-duckietownaido3-LF-sim-testingstep1-simulationsuccessnoip-172-31-43-40-104970:39:02
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driven_lanedir_consec_median1.0520501683957786
survival_time_median12.100000000000035
deviation-center-line_median0.6841719944714622
in-drivable-lane_median0.7000000000000055


other stats
agent_compute-ego_max0.0940667254584176
agent_compute-ego_mean0.05742172053259877
agent_compute-ego_median0.054723736668421216
agent_compute-ego_min0.04906146287918091
deviation-center-line_max1.3521227658859043
deviation-center-line_mean0.6879210221474633
deviation-center-line_min0.2232235212970944
deviation-heading_max5.667548866948652
deviation-heading_mean2.906118515984672
deviation-heading_median2.855479752808102
deviation-heading_min0.6743275789240026
driven_any_max2.349143967441482
driven_any_mean1.6648315693607632
driven_any_median1.8830555773426645
driven_any_min0.4525974089759238
driven_lanedir_consec_max2.3241555663832667
driven_lanedir_consec_mean1.1457385805209086
driven_lanedir_consec_min0.42679157621525254
driven_lanedir_max2.3241555663832667
driven_lanedir_mean1.2912138407727178
driven_lanedir_median1.0922673063805366
driven_lanedir_min0.42679157621525254
in-drivable-lane_max5.250000000000037
in-drivable-lane_mean1.4966666666666744
in-drivable-lane_min0
per-episodes
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"in-drivable-lane": 0, "agent_compute-ego": 0.057440095477634005, "deviation-heading": 0.6743275789240026, "set_robot_commands": 0.010121228202940926, "deviation-center-line": 0.2385585323748525, "driven_lanedir_consec": 0.42679157621525254, "sim_compute_sim_state": 0.005590646985977415, "sim_compute_performance-ego": 0.007726131923614986, "sim_compute_robot_state-ego": 0.009463329163808673}, "ETHZ_autolab_technical_track-7-0": {"driven_any": 1.3605190188971144, "sim_physics": 0.13930428976362402, "survival_time": 8.79999999999999, "driven_lanedir": 1.0922673063805366, "sim_render-ego": 0.01334571973844008, "in-drivable-lane": 0.7000000000000055, "agent_compute-ego": 0.05721029503778978, "deviation-heading": 2.855479752808102, "set_robot_commands": 0.0105198472738266, "deviation-center-line": 0.6925325518163298, "driven_lanedir_consec": 1.0922673063805366, "sim_compute_sim_state": 0.005372371185909618, "sim_compute_performance-ego": 0.007910530675541271, "sim_compute_robot_state-ego": 0.010083833878690546}, "ETHZ_autolab_technical_track-8-0": {"driven_any": 2.3491184860623164, "sim_physics": 0.11456292708714803, "survival_time": 14.950000000000076, "driven_lanedir": 2.305815527923116, "sim_render-ego": 0.01305559476216634, "in-drivable-lane": 0, "agent_compute-ego": 0.050869675477345784, "deviation-heading": 2.491641431556656, "set_robot_commands": 0.010139647324879965, "deviation-center-line": 1.0310486589511716, "driven_lanedir_consec": 2.305815527923116, "sim_compute_sim_state": 0.0054411101341247554, "sim_compute_performance-ego": 0.007672746976216634, "sim_compute_robot_state-ego": 0.009665770530700684}, "ETHZ_autolab_technical_track-9-0": {"driven_any": 0.5088138996159906, "sim_physics": 0.136336122240339, "survival_time": 3.4999999999999956, "driven_lanedir": 0.45494882759654853, "sim_render-ego": 0.01426410675048828, "in-drivable-lane": 0, "agent_compute-ego": 0.0940667254584176, "deviation-heading": 0.9784104600590644, "set_robot_commands": 0.01064183371407645, "deviation-center-line": 0.2232235212970944, "driven_lanedir_consec": 0.45494882759654853, "sim_compute_sim_state": 0.005538153648376465, "sim_compute_performance-ego": 0.008310314587184361, "sim_compute_robot_state-ego": 0.010694905689784458}, "ETHZ_autolab_technical_track-10-0": {"driven_any": 1.0472498641036172, "sim_physics": 0.13491850351765208, "survival_time": 6.849999999999984, "driven_lanedir": 1.0113472733754805, "sim_render-ego": 0.014550840767630696, "in-drivable-lane": 0, "agent_compute-ego": 0.06152522650948406, "deviation-heading": 1.1982073650227898, "set_robot_commands": 0.01062997588275993, "deviation-center-line": 0.6357471604105381, "driven_lanedir_consec": 1.0113472733754805, "sim_compute_sim_state": 0.006011473871495602, "sim_compute_performance-ego": 0.008354448053958642, "sim_compute_robot_state-ego": 0.010376162772631124}, "ETHZ_autolab_technical_track-11-0": {"driven_any": 0.4686656841799314, "sim_physics": 0.12876565272991475, "survival_time": 3.2499999999999964, "driven_lanedir": 0.4417782771649004, "sim_render-ego": 0.013438826340895433, "in-drivable-lane": 0, "agent_compute-ego": 0.060928667508638824, "deviation-heading": 0.6995351100888234, "set_robot_commands": 0.011135446108304536, "deviation-center-line": 0.225543764249676, "driven_lanedir_consec": 0.4417782771649004, "sim_compute_sim_state": 0.0055948367485633265, "sim_compute_performance-ego": 0.008019828796386718, "sim_compute_robot_state-ego": 0.010313668617835413}, "ETHZ_autolab_technical_track-12-0": {"driven_any": 1.6175797930927531, "sim_physics": 0.11751226622324724, "survival_time": 10.400000000000013, "driven_lanedir": 0.9022553988303886, "sim_render-ego": 0.01358545285004836, "in-drivable-lane": 3.699999999999992, "agent_compute-ego": 0.0563954241000689, "deviation-heading": 2.5063728215668353, "set_robot_commands": 0.01085347395676833, "deviation-center-line": 0.3744014044301639, "driven_lanedir_consec": 0.6153364572044177, "sim_compute_sim_state": 0.005492053352869474, "sim_compute_performance-ego": 0.007772431923792913, "sim_compute_robot_state-ego": 0.009907995279018696}, "ETHZ_autolab_technical_track-13-0": {"driven_any": 2.349143967441482, "sim_physics": 0.11501645803451538, "survival_time": 14.950000000000076, "driven_lanedir": 2.3241555663832667, "sim_render-ego": 0.012918511231740317, "in-drivable-lane": 0, "agent_compute-ego": 0.05017748435338338, "deviation-heading": 1.8751596452906156, "set_robot_commands": 0.009954888820648194, "deviation-center-line": 1.3521227658859043, "driven_lanedir_consec": 2.3241555663832667, "sim_compute_sim_state": 0.00510062297185262, "sim_compute_performance-ego": 0.007786992390950521, "sim_compute_robot_state-ego": 0.009778256416320802}, "ETHZ_autolab_technical_track-14-0": {"driven_any": 2.348752115340203, "sim_physics": 0.11216233491897584, "survival_time": 14.950000000000076, "driven_lanedir": 1.7812938813137773, "sim_render-ego": 0.012439903418223064, "in-drivable-lane": 1.8000000000000256, "agent_compute-ego": 0.04906146287918091, "deviation-heading": 5.057568685894039, "set_robot_commands": 0.009469429651896158, "deviation-center-line": 1.2125916415888514, "driven_lanedir_consec": 1.484896552345628, "sim_compute_sim_state": 0.004822711944580078, "sim_compute_performance-ego": 0.007269115447998047, "sim_compute_robot_state-ego": 0.009120047092437744}}
set_robot_commands_max0.011277746359507243
set_robot_commands_mean0.010494554984034118
set_robot_commands_median0.0105198472738266
set_robot_commands_min0.009469429651896158
sim_compute_performance-ego_max0.008354448053958642
sim_compute_performance-ego_mean0.007873179799768665
sim_compute_performance-ego_median0.007910530675541271
sim_compute_performance-ego_min0.007269115447998047
sim_compute_robot_state-ego_max0.010694905689784458
sim_compute_robot_state-ego_mean0.009996866169109794
sim_compute_robot_state-ego_median0.010083833878690546
sim_compute_robot_state-ego_min0.009120047092437744
sim_compute_sim_state_max0.006011473871495602
sim_compute_sim_state_mean0.005452544991287081
sim_compute_sim_state_median0.005492053352869474
sim_compute_sim_state_min0.004822711944580078
sim_physics_max0.13930428976362402
sim_physics_mean0.12424368405819328
sim_physics_median0.12445994271528
sim_physics_min0.10957930332575087
sim_render-ego_max0.014550840767630696
sim_render-ego_mean0.013343791178149643
sim_render-ego_median0.01334571973844008
sim_render-ego_min0.012439903418223064
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean10.696666666666705
survival_time_min3.149999999999997
No reset possible
248234326Gianmarco Bernasconibaseline-IL-sim-tensorflowaido3-LF-sim-validationstep1-simulationerrornoip-172-31-43-40-104970:04:43
The container "evalu [...]
The container "evaluator" exited with code 1.


Look at the logs for the container to know more about the error.
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No reset possible
248064342Soroush Saryazdi 🇨🇦challenge-aido_LF-baseline-duckietownaido3-LFV-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:22:18
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driven_lanedir_consec_median1.029193058651504
survival_time_median14.950000000000076
deviation-center-line_median0.6896813609377953
in-drivable-lane_median2.399999999999995


other stats
agent_compute-ego_max0.05982444206873576
agent_compute-ego_mean0.050943324761653655
agent_compute-ego_median0.05207483212153117
agent_compute-ego_min0.03843372079390514
deviation-center-line_max1.1795591270124717
deviation-center-line_mean0.7028869743673422
deviation-center-line_min0.17380398157607782
deviation-heading_max6.432956593750075
deviation-heading_mean4.097141873815478
deviation-heading_median5.516726961166688
deviation-heading_min1.0055084037284945
driven_any_max2.3486189433525033
driven_any_mean1.7429508600141723
driven_any_median2.3485655963732093
driven_any_min0.5735036257570075
driven_lanedir_consec_max1.4722271036379193
driven_lanedir_consec_mean0.9906204737820796
driven_lanedir_consec_min0.44450132869143166
driven_lanedir_max1.665906267602465
driven_lanedir_mean1.196817796610417
driven_lanedir_median1.3396120176286987
driven_lanedir_min0.44450132869143166
in-drivable-lane_max4.0000000000000435
in-drivable-lane_mean1.950000000000007
in-drivable-lane_min0.2499999999999991
per-episodes
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set_robot_commands_max0.01179802266857292
set_robot_commands_mean0.010030881797773868
set_robot_commands_median0.01048364798227946
set_robot_commands_min0.0073381002744038895
sim_compute_performance-ego_max0.008268519714995698
sim_compute_performance-ego_mean0.007510594456423267
sim_compute_performance-ego_median0.007810399502138549
sim_compute_performance-ego_min0.005662740866343181
sim_compute_robot_state-ego_max0.011112155793588372
sim_compute_robot_state-ego_mean0.009978780439993142
sim_compute_robot_state-ego_median0.01038174072901408
sim_compute_robot_state-ego_min0.00746409257253011
sim_compute_robot_state-npc0_max0.009869859188417844
sim_compute_robot_state-npc0_mean0.009111994171553414
sim_compute_robot_state-npc0_median0.009552593231201173
sim_compute_robot_state-npc0_min0.007041420936584473
sim_compute_robot_state-npc1_max0.009822850460772747
sim_compute_robot_state-npc1_mean0.009016227704468253
sim_compute_robot_state-npc1_median0.009409396648406985
sim_compute_robot_state-npc1_min0.006819592316945394
sim_compute_robot_state-npc2_max0.00954734362088717
sim_compute_robot_state-npc2_mean0.008814818433491065
sim_compute_robot_state-npc2_median0.00917022137702266
sim_compute_robot_state-npc2_min0.006809256076812744
sim_compute_robot_state-npc3_max0.010080660445780694
sim_compute_robot_state-npc3_mean0.009026192492886624
sim_compute_robot_state-npc3_median0.009637128512064616
sim_compute_robot_state-npc3_min0.006786170800526937
sim_compute_sim_state_max0.005765119632640919
sim_compute_sim_state_mean0.005316872348775833
sim_compute_sim_state_median0.005685401868216599
sim_compute_sim_state_min0.0041158326466878255
sim_physics_max0.1999178415612329
sim_physics_mean0.1803094079062184
sim_physics_median0.18879296896340964
sim_physics_min0.13372646093368531
sim_render-ego_max0.014266600975623498
sim_render-ego_mean0.013151870625857136
sim_render-ego_median0.013868306477864583
sim_render-ego_min0.010248960653940835
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean11.19000000000004
survival_time_min3.949999999999994
No reset possible
247894335Soroush Saryazdi 🇨🇦challenge-aido_LF-template-randomaido3-LFVI-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:08:10
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driven_lanedir_consec_median0.493517638549009
survival_time_median2.3999999999999995
deviation-center-line_median0.09791133281082
in-drivable-lane_median0.549999999999998


other stats
agent_compute-ego_max0.02433468118498597
agent_compute-ego_mean0.022773341390615633
agent_compute-ego_median0.02298322319984436
agent_compute-ego_min0.021276017994556612
deviation-center-line_max0.2348196785686717
deviation-center-line_mean0.1354748199226606
deviation-center-line_min0.06216029860587694
deviation-heading_max0.8115272458314912
deviation-heading_mean0.49959867397150814
deviation-heading_median0.46504862964833654
deviation-heading_min0.30044835691402494
driven_any_max2.1864003300000703
driven_any_mean1.1068208197848537
driven_any_median0.9410513078477728
driven_any_min0.34749292376309954
driven_lanedir_consec_max1.8262319453635671
driven_lanedir_consec_mean0.8047440134491037
driven_lanedir_consec_min0.3325249708009643
driven_lanedir_max1.8262319453635671
driven_lanedir_mean0.8048281473204828
driven_lanedir_median0.493517638549009
driven_lanedir_min0.3325249708009643
in-drivable-lane_max1.3499999999999952
in-drivable-lane_mean0.5599999999999984
in-drivable-lane_min0
per-episodes
details{"udem1-0-0": {"driven_any": 1.5811782993597916, "sim_physics": 0.1978040164030051, "survival_time": 3.949999999999994, "driven_lanedir": 0.9217908232230632, "sim_render-ego": 0.013147040258480024, "in-drivable-lane": 1.3499999999999952, "agent_compute-ego": 0.02433468118498597, "deviation-heading": 0.5694288623982039, "set_robot_commands": 0.00911723511128486, "deviation-center-line": 0.2348196785686717, "driven_lanedir_consec": 0.9213701538661684, "sim_compute_sim_state": 0.00517783587491965, "sim_compute_performance-ego": 0.007088217554213126, "sim_compute_robot_state-ego": 0.009723144241526156, "sim_compute_robot_state-npc0": 0.008429186253608027, "sim_compute_robot_state-npc1": 0.00822805452950393, "sim_compute_robot_state-npc2": 0.008393357071695449, "sim_compute_robot_state-npc3": 0.008466895622543142}, "udem1-1-0": {"driven_any": 0.47798123795353264, "sim_physics": 0.1779037288257054, "survival_time": 1.4000000000000006, "driven_lanedir": 0.4500753586658095, "sim_render-ego": 0.01242915221623012, "in-drivable-lane": 0, "agent_compute-ego": 0.023562593119485036, "deviation-heading": 0.46504862964833654, "set_robot_commands": 0.009336812155587333, "deviation-center-line": 0.09791133281082, "driven_lanedir_consec": 0.4500753586658095, "sim_compute_sim_state": 0.004941471985408238, "sim_compute_performance-ego": 0.006853997707366943, "sim_compute_robot_state-ego": 0.00850825650351388, "sim_compute_robot_state-npc0": 0.008341176169259208, "sim_compute_robot_state-npc1": 0.007945188454219274, "sim_compute_robot_state-npc2": 0.007635108062199184, "sim_compute_robot_state-npc3": 0.008181784834180559}, "udem1-2-0": {"driven_any": 2.1864003300000703, "sim_physics": 0.16126384318453593, "survival_time": 5.14999999999999, "driven_lanedir": 1.8262319453635671, "sim_render-ego": 0.011716240818060716, "in-drivable-lane": 0.549999999999998, "agent_compute-ego": 0.021276017994556612, "deviation-heading": 0.8115272458314912, "set_robot_commands": 0.007890636481127693, "deviation-center-line": 0.19273160416094068, "driven_lanedir_consec": 1.8262319453635671, "sim_compute_sim_state": 0.0046712217979060795, "sim_compute_performance-ego": 0.00670947380436277, "sim_compute_robot_state-ego": 0.008327690143029667, "sim_compute_robot_state-npc0": 0.007441136443499223, "sim_compute_robot_state-npc1": 0.007719132506731645, "sim_compute_robot_state-npc2": 0.007738291638568767, "sim_compute_robot_state-npc3": 0.007471913272894702}, "udem1-3-0": {"driven_any": 0.9410513078477728, "sim_physics": 0.16779939830303192, "survival_time": 2.3999999999999995, "driven_lanedir": 0.493517638549009, "sim_render-ego": 0.01231891413529714, "in-drivable-lane": 0.8999999999999988, "agent_compute-ego": 0.02298322319984436, "deviation-heading": 0.35154027506548413, "set_robot_commands": 0.0082559734582901, "deviation-center-line": 0.08975118546699376, "driven_lanedir_consec": 0.493517638549009, "sim_compute_sim_state": 0.004885961612065633, "sim_compute_performance-ego": 0.006520102421442668, "sim_compute_robot_state-ego": 0.008406420548756918, "sim_compute_robot_state-npc0": 0.008211438854535421, "sim_compute_robot_state-npc1": 0.007709816098213196, "sim_compute_robot_state-npc2": 0.007288883129755656, "sim_compute_robot_state-npc3": 0.00721760094165802}, "udem1-4-0": {"driven_any": 0.34749292376309954, "sim_physics": 0.166473422731672, "survival_time": 1.0500000000000005, "driven_lanedir": 0.3325249708009643, "sim_render-ego": 0.011736688159760974, "in-drivable-lane": 0, "agent_compute-ego": 0.021710191454206194, "deviation-heading": 0.30044835691402494, "set_robot_commands": 0.008090655008951822, "deviation-center-line": 0.06216029860587694, "driven_lanedir_consec": 0.3325249708009643, "sim_compute_sim_state": 0.004067432312738328, "sim_compute_performance-ego": 0.00607118152436756, "sim_compute_robot_state-ego": 0.008527744384039016, "sim_compute_robot_state-npc0": 0.007645425342378162, "sim_compute_robot_state-npc1": 0.007147720881870815, "sim_compute_robot_state-npc2": 0.007033495675949823, "sim_compute_robot_state-npc3": 0.0075152601514543805}}
set_robot_commands_max0.009336812155587333
set_robot_commands_mean0.008538262443048361
set_robot_commands_median0.0082559734582901
set_robot_commands_min0.007890636481127693
sim_compute_performance-ego_max0.007088217554213126
sim_compute_performance-ego_mean0.006648594602350613
sim_compute_performance-ego_median0.00670947380436277
sim_compute_performance-ego_min0.00607118152436756
sim_compute_robot_state-ego_max0.009723144241526156
sim_compute_robot_state-ego_mean0.008698651164173126
sim_compute_robot_state-ego_median0.00850825650351388
sim_compute_robot_state-ego_min0.008327690143029667
sim_compute_robot_state-npc0_max0.008429186253608027
sim_compute_robot_state-npc0_mean0.008013672612656009
sim_compute_robot_state-npc0_median0.008211438854535421
sim_compute_robot_state-npc0_min0.007441136443499223
sim_compute_robot_state-npc1_max0.00822805452950393
sim_compute_robot_state-npc1_mean0.007749982494107773
sim_compute_robot_state-npc1_median0.007719132506731645
sim_compute_robot_state-npc1_min0.007147720881870815
sim_compute_robot_state-npc2_max0.008393357071695449
sim_compute_robot_state-npc2_mean0.007617827115633776
sim_compute_robot_state-npc2_median0.007635108062199184
sim_compute_robot_state-npc2_min0.007033495675949823
sim_compute_robot_state-npc3_max0.008466895622543142
sim_compute_robot_state-npc3_mean0.00777069096454616
sim_compute_robot_state-npc3_median0.0075152601514543805
sim_compute_robot_state-npc3_min0.00721760094165802
sim_compute_sim_state_max0.00517783587491965
sim_compute_sim_state_mean0.004748784716607586
sim_compute_sim_state_median0.004885961612065633
sim_compute_sim_state_min0.004067432312738328
sim_physics_max0.1978040164030051
sim_physics_mean0.17424888188959006
sim_physics_median0.16779939830303192
sim_physics_min0.16126384318453593
sim_render-ego_max0.013147040258480024
sim_render-ego_mean0.012269607117565796
sim_render-ego_median0.01231891413529714
sim_render-ego_min0.011716240818060716
simulation-passed1
survival_time_max5.14999999999999
survival_time_mean2.789999999999997
survival_time_min1.0500000000000005
No reset possible
247704317Tanli Chou 🇹🇼challenge-aido_LF-template-randomaido3-LFV-sim-testingstep1-simulationhost-errornoip-172-31-43-40-104970:02:18
Error while running [...]

stderr | Pulling evaluator      ... 
stderr | Pulling scenario_maker ... 
stderr | Pulling simulator      ... done
stderr | 
stderr | ERROR: for solution  Cannot overwrite digest sha256:ac0b8e530d8161f169d6b2605c3747d7bf1b2daf22c90609277fa161ab4951f3
stderr | Cannot overwrite digest sha256:ac0b8e530d8161f169d6b2605c3747d7bf1b2daf22c90609277fa161ab4951f3
stderr | 
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247424305Frank (Chude) Qian 🇨🇦Frank test submissionaido3-LFV-sim-validationstep1-simulationsuccessnoip-172-31-43-40-104970:06:38
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driven_lanedir_consec_median0.6856800730956207
survival_time_median2.000000000000001
deviation-center-line_median0.08877415228107144
in-drivable-lane_median0.4500000000000002


other stats
agent_compute-ego_max0.02899047136306763
agent_compute-ego_mean0.027490267825849124
agent_compute-ego_median0.028665022416548298
agent_compute-ego_min0.025463271141052245
deviation-center-line_max0.11803708647411268
deviation-center-line_mean0.09185657022323757
deviation-center-line_min0.06073337098493198
deviation-heading_max0.3681646786246837
deviation-heading_mean0.3023908956024058
deviation-heading_median0.28606528190679475
deviation-heading_min0.2638670899443274
driven_any_max1.59965468873004
driven_any_mean1.0121135123884497
driven_any_median0.9996632207705848
driven_any_min0.4010834948810249
driven_lanedir_consec_max1.2187176370157662
driven_lanedir_consec_mean0.7889876883841616
driven_lanedir_consec_min0.3872027169265986
driven_lanedir_max1.2187176370157662
driven_lanedir_mean0.7889876883841616
driven_lanedir_median0.6856800730956207
driven_lanedir_min0.3872027169265986
in-drivable-lane_max0.5999999999999979
in-drivable-lane_mean0.3299999999999992
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.9996632207705848, "sim_physics": 0.17085506319999694, "survival_time": 2.000000000000001, "driven_lanedir": 0.6856800730956207, "sim_render-ego": 0.012908482551574708, "in-drivable-lane": 0.4500000000000002, "agent_compute-ego": 0.02899047136306763, "deviation-heading": 0.3145505780820485, "set_robot_commands": 0.010078299045562743, "deviation-center-line": 0.08877415228107144, "driven_lanedir_consec": 0.6856800730956207, "sim_compute_sim_state": 0.004750257730484009, "sim_compute_performance-ego": 0.007172238826751709, "sim_compute_robot_state-ego": 0.009918797016143798, "sim_compute_robot_state-npc0": 0.00881131887435913, "sim_compute_robot_state-npc1": 0.008397644758224488, "sim_compute_robot_state-npc2": 0.00917918086051941, "sim_compute_robot_state-npc3": 0.008144903182983398}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.4605114688305785, "sim_physics": 0.18446129018610177, "survival_time": 1.1000000000000003, "driven_lanedir": 0.43495812661747424, "sim_render-ego": 0.012147827581925823, "in-drivable-lane": 0, "agent_compute-ego": 0.028665022416548298, "deviation-heading": 0.3681646786246837, "set_robot_commands": 0.009284387935291636, "deviation-center-line": 0.0772648215662309, "driven_lanedir_consec": 0.43495812661747424, "sim_compute_sim_state": 0.0047772147438742895, "sim_compute_performance-ego": 0.0068957263773137874, "sim_compute_robot_state-ego": 0.008704998276450417, "sim_compute_robot_state-npc0": 0.00846232067454945, "sim_compute_robot_state-npc1": 0.008050604300065474, "sim_compute_robot_state-npc2": 0.00806062871759588, "sim_compute_robot_state-npc3": 0.00789532878182151}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 1.599654688730019, "sim_physics": 0.1496167540550232, "survival_time": 2.9999999999999973, "driven_lanedir": 1.2183798882653485, "sim_render-ego": 0.011924417813618976, "in-drivable-lane": 0.5999999999999979, "agent_compute-ego": 0.02564398845036825, "deviation-heading": 0.28606528190679475, "set_robot_commands": 0.00821066697438558, "deviation-center-line": 0.11803708647411268, "driven_lanedir_consec": 1.2183798882653485, "sim_compute_sim_state": 0.005179508527119955, "sim_compute_performance-ego": 0.006254462401072184, "sim_compute_robot_state-ego": 0.008395508925120036, "sim_compute_robot_state-npc0": 0.008262209097544352, "sim_compute_robot_state-npc1": 0.007939787705739339, "sim_compute_robot_state-npc2": 0.007785224914550781, "sim_compute_robot_state-npc3": 0.007534817854563395}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 1.59965468873004, "sim_physics": 0.17767757574717205, "survival_time": 2.9999999999999973, "driven_lanedir": 1.2187176370157662, "sim_render-ego": 0.01308917999267578, "in-drivable-lane": 0.5999999999999979, "agent_compute-ego": 0.028688585758209227, "deviation-heading": 0.2793068494541745, "set_robot_commands": 0.009314974149068195, "deviation-center-line": 0.11447341980984076, "driven_lanedir_consec": 1.2187176370157662, "sim_compute_sim_state": 0.005152976512908936, "sim_compute_performance-ego": 0.006817356745402018, "sim_compute_robot_state-ego": 0.0105263352394104, "sim_compute_robot_state-npc0": 0.009450908501942952, "sim_compute_robot_state-npc1": 0.008654022216796875, "sim_compute_robot_state-npc2": 0.00818259318669637, "sim_compute_robot_state-npc3": 0.008403905232747396}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.4010834948810249, "sim_physics": 0.13269877433776855, "survival_time": 1.0000000000000002, "driven_lanedir": 0.3872027169265986, "sim_render-ego": 0.012584555149078368, "in-drivable-lane": 0, "agent_compute-ego": 0.025463271141052245, "deviation-heading": 0.2638670899443274, "set_robot_commands": 0.007755303382873535, "deviation-center-line": 0.06073337098493198, "driven_lanedir_consec": 0.3872027169265986, "sim_compute_sim_state": 0.004928302764892578, "sim_compute_performance-ego": 0.006284868717193604, "sim_compute_robot_state-ego": 0.008777749538421632, "sim_compute_robot_state-npc0": 0.008169567584991455, "sim_compute_robot_state-npc1": 0.007118213176727295, "sim_compute_robot_state-npc2": 0.007411301136016846, "sim_compute_robot_state-npc3": 0.007947683334350586}}
set_robot_commands_max0.010078299045562743
set_robot_commands_mean0.008928726297436339
set_robot_commands_median0.009284387935291636
set_robot_commands_min0.007755303382873535
sim_compute_performance-ego_max0.007172238826751709
sim_compute_performance-ego_mean0.006684930613546661
sim_compute_performance-ego_median0.006817356745402018
sim_compute_performance-ego_min0.006254462401072184
sim_compute_robot_state-ego_max0.0105263352394104
sim_compute_robot_state-ego_mean0.009264677799109255
sim_compute_robot_state-ego_median0.008777749538421632
sim_compute_robot_state-ego_min0.008395508925120036
sim_compute_robot_state-npc0_max0.009450908501942952
sim_compute_robot_state-npc0_mean0.008631264946677469
sim_compute_robot_state-npc0_median0.00846232067454945
sim_compute_robot_state-npc0_min0.008169567584991455
sim_compute_robot_state-npc1_max0.008654022216796875
sim_compute_robot_state-npc1_mean0.008032054431510696
sim_compute_robot_state-npc1_median0.008050604300065474
sim_compute_robot_state-npc1_min0.007118213176727295
sim_compute_robot_state-npc2_max0.00917918086051941
sim_compute_robot_state-npc2_mean0.008123785763075857
sim_compute_robot_state-npc2_median0.00806062871759588
sim_compute_robot_state-npc2_min0.007411301136016846
sim_compute_robot_state-npc3_max0.008403905232747396
sim_compute_robot_state-npc3_mean0.007985327677293257
sim_compute_robot_state-npc3_median0.007947683334350586
sim_compute_robot_state-npc3_min0.007534817854563395
sim_compute_sim_state_max0.005179508527119955
sim_compute_sim_state_mean0.0049576520558559534
sim_compute_sim_state_median0.004928302764892578
sim_compute_sim_state_min0.004750257730484009
sim_physics_max0.18446129018610177
sim_physics_mean0.1630618915052125
sim_physics_median0.17085506319999694
sim_physics_min0.13269877433776855
sim_render-ego_max0.01308917999267578
sim_render-ego_mean0.012530892617774732
sim_render-ego_median0.012584555149078368
sim_render-ego_min0.011924417813618976
simulation-passed1
survival_time_max2.9999999999999973
survival_time_mean2.019999999999999
survival_time_min1.0000000000000002
No reset possible
247232687Artem IoselevskiiPredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:34
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error_L10.10657938161524334
error_L20.017479438947069367


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247152870Jieming Ji 🇨🇭PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:20
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error_L10.12177991907817531
error_L20.022353151417139328


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247132888Diego Charrez 🇵🇪PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:15
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error_L10.12064200298224378
error_L20.0242131972049235


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247013151Eric LuPredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:15
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error_L10.12051399046566023
error_L20.02225809829947152


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246883171Chao-Chun Hsu 🇹🇼PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:16
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error_L10.12070128404083429
error_L20.022013877124906597


No reset possible
246793264Liu Sam 🇹🇼challenge-aido_LF-template-randomaido2-PREDstep1-simulationhost-erroryesip-172-31-43-40-104970:00:04
Error while running [...]

stderr | Pulling solution   ... 
stderr | Pulling evaluation ... done
stderr | 
stderr | ERROR: for solution  pull access denied for coolcat647/aido-submissions, repository does not exist or may require 'docker login'
stderr | pull access denied for coolcat647/aido-submissions, repository does not exist or may require 'docker login'
stderr | 
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246743265Liu Sam 🇹🇼challenge-aido_LF-template-randomaido2-PREDstep1-simulationhost-erroryesip-172-31-43-40-104970:00:04
Error while running [...]

stderr | Pulling solution   ... 
stderr | Pulling evaluation ... done
stderr | 
stderr | ERROR: for solution  pull access denied for coolcat647/aido-submissions, repository does not exist or may require 'docker login'
stderr | pull access denied for coolcat647/aido-submissions, repository does not exist or may require 'docker login'
stderr | 
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246673257Liu Sam 🇹🇼PredictorLastaido2-PREDstep1-simulationhost-erroryesip-172-31-43-40-104970:00:04
Error while running [...]

stderr | Pulling solution   ... 
stderr | Pulling evaluation ... done
stderr | 
stderr | ERROR: for solution  pull access denied for coolcat647/aido-submissions, repository does not exist or may require 'docker login'
stderr | pull access denied for coolcat647/aido-submissions, repository does not exist or may require 'docker login'
stderr | 
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246523250Kuan-Lin Chen 🇹🇼PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:01:00
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error_L10.10589060681968748
error_L20.01812082114533664


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246423279Tony HsiaoPredictorRandomaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:22
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error_L10.328925745065973
error_L20.16082957960629837


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246343592Victor Adolfo Romero Cano 🇨🇴PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:18
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error_L10.11586366709517187
error_L20.02031082183013061


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246263592Victor Adolfo Romero Cano 🇨🇴PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:15
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error_L10.10494014993541546
error_L20.01757891842865123


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246123837Kenechukwu Nnodu 🇨🇦PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:23
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error_L10.1088231252765711
error_L20.01903675738601076


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246044031Frank (Chude) Qian 🇨🇦PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:24
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error_L10.10028301959576236
error_L20.01486610368729627


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245984059Zoltán L?rinczPredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:17
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error_L10.10112774271903004
error_L20.017097458829955784


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245864073Linus Lingg 🇨🇭PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:35
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error_L10.12293173574877556
error_L20.026052681145017333


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245754091Matthias Wieland 🇨🇭PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:01:07
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error_L10.10902641186258294
error_L20.017560098828020714


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245644098Shengjie Hu 🇨🇭PredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:00:47
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error_L10.13473650597347023
error_L20.02854181532211728


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245434253Nicky HumbletPredictorLastaido2-PREDstep1-simulationsuccessyesip-172-31-43-40-104970:01:02
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error_L10.09965989529567776
error_L20.015034948784216549


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244514239Manfred DiazBaseline-IL-logs-tensorflowaido3-LF-sim-testingstep1-simulationerrornoip-172-31-43-40-104970:03:38
The container "evalu [...]
The container "evaluator" exited with code 1.


Look at the logs for the container to know more about the error.
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244324233Andrea Censi 🇨🇭challenge-aido_LF-template-pytorchaido3-LFV-sim-testingstep1-simulationerrornoip-172-31-43-40-104970:04:01
Unexpected exception [...]
Unexpected exception:
Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 150, in _write
    self.fpin.write(j)
BrokenPipeError: [Errno 32] Broken pipe

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 77, in main
    agent_ci._get_node_protocol(timeout=config.timeout_initialization)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 61, in _get_node_protocol
    self._write(j)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 162, in _write
    raise RemoteNodeAborted(msg) from e
zuper_nodes.structures.RemoteNodeAborted: While attempting to write to node "agent", I reckon that the pipe is closed and the node exited.

I could not read any aborted message: The remote node "agent" aborted with the following error:

error in agent |Unexpected error:
               |
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper.py", line 214, in loop
               ||     node_name=node_name, tout=tout)
               ||   File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper.py", line 39, in __init__
               ||     self.pc = LanguageChecker(protocol.interaction)
               ||   File "/usr/local/lib/python3.7/site-packages/zuper_nodes/language_recognize.py", line 123, in __init__
               ||     self.g.node[n]['label'] = 'start'
               || AttributeError: 'MultiDiGraph' object has no attribute 'node'
               ||
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244154223Manfred DiazBaseline-IL-logs-tensorflowaido3-LF-sim-validationstep1-simulationfailednoip-172-31-43-40-104970:00:48
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 299, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 96, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 177, in read_one
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 286, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "agent" aborted:

error in agent |Exception while handling a message on topic "get_commands".
               |
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1334, in _do_call
               ||     return fn(*args)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1319, in _run_fn
               ||     options, feed_dict, fetch_list, target_list, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1407, in _call_tf_sessionrun
               ||     run_metadata)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[{{node prefix/ConvNet/conv_layer_1/kernel/read}}]]
               ||
               || During handling of the above exception, another exception occurred:
               ||
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 71, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 60, in compute_action
               ||     x: observation
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 929, in run
               ||     run_metadata_ptr)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1152, in _run
               ||     feed_dict_tensor, options, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1328, in _do_run
               ||     run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1348, in _do_call
               ||     raise type(e)(node_def, op, message)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               || Caused by op 'prefix/ConvNet/conv_layer_1/kernel/read', defined at:
               ||   File "imitation_agent.py", line 136, in <module>
               ||     main()
               ||   File "imitation_agent.py", line 132, in main
               ||     wrap_direct(node=node, protocol=protocol)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/interface.py", line 22, in wrap_direct
               ||     run_loop(node, protocol, args)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 196, in run_loop
               ||     config=config)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 71, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 43, in compute_action
               ||     graph = load_graph(frozen_model_filename)
               ||   File "/workspace/graph_utils.py", line 14, in load_graph
               ||     tf.import_graph_def(graph_def, name="prefix")
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/util/deprecation.py", line 507, in new_func
               ||     return func(*args, **kwargs)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 442, in import_graph_def
               ||     _ProcessNewOps(graph)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 235, in _ProcessNewOps
               ||     for new_op in graph._add_new_tf_operations(compute_devices=False):  # pylint: disable=protected-access
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in _add_new_tf_operations
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in <listcomp>
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3325, in _create_op_from_tf_operation
               ||     ret = Operation(c_op, self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 1801, in __init__
               ||     self._traceback = tf_stack.extract_stack()
               ||
               || FailedPreconditionError (see above for traceback): Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               ||

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
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244134219Manfred DiazBaseline-IL-logs-tensorflowaido3-LFVI-sim-testingstep1-simulationfailednoip-172-31-43-40-104970:03:46
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 299, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 96, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 177, in read_one
    nickname=self.nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 258, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/usr/local/lib/python3.7/site-packages/zuper_nodes_wrapper/wrapper_outside.py", line 286, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "agent" aborted:

error in agent |Exception while handling a message on topic "get_commands".
               |
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1334, in _do_call
               ||     return fn(*args)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1319, in _run_fn
               ||     options, feed_dict, fetch_list, target_list, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1407, in _call_tf_sessionrun
               ||     run_metadata)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[{{node prefix/ConvNet/conv_layer_1/kernel/read}}]]
               ||
               || During handling of the above exception, another exception occurred:
               ||
               || Traceback (most recent call last):
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 69, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 58, in compute_action
               ||     x: observation
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 929, in run
               ||     run_metadata_ptr)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1152, in _run
               ||     feed_dict_tensor, options, run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1328, in _do_run
               ||     run_metadata)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/client/session.py", line 1348, in _do_call
               ||     raise type(e)(node_def, op, message)
               || tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               || Caused by op 'prefix/ConvNet/conv_layer_1/kernel/read', defined at:
               ||   File "imitation_agent.py", line 134, in <module>
               ||     main()
               ||   File "imitation_agent.py", line 130, in main
               ||     wrap_direct(node=node, protocol=protocol)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/interface.py", line 22, in wrap_direct
               ||     run_loop(node, protocol, args)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 196, in run_loop
               ||     config=config)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 277, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/wrapper.py", line 431, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/usr/local/lib/python3.7/dist-packages/zuper_nodes_wrapper/utils.py", line 19, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "imitation_agent.py", line 69, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.config.current_image)
               ||   File "imitation_agent.py", line 41, in compute_action
               ||     graph = load_graph(frozen_model_filename)
               ||   File "/workspace/graph_utils.py", line 14, in load_graph
               ||     tf.import_graph_def(graph_def, name="prefix")
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/util/deprecation.py", line 507, in new_func
               ||     return func(*args, **kwargs)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 442, in import_graph_def
               ||     _ProcessNewOps(graph)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/importer.py", line 235, in _ProcessNewOps
               ||     for new_op in graph._add_new_tf_operations(compute_devices=False):  # pylint: disable=protected-access
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in _add_new_tf_operations
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3433, in <listcomp>
               ||     for c_op in c_api_util.new_tf_operations(self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 3325, in _create_op_from_tf_operation
               ||     ret = Operation(c_op, self)
               ||   File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/ops.py", line 1801, in __init__
               ||     self._traceback = tf_stack.extract_stack()
               ||
               || FailedPreconditionError (see above for traceback): Attempting to use uninitialized value prefix/ConvNet/conv_layer_1/kernel
               || 	 [[node prefix/ConvNet/conv_layer_1/kernel/read (defined at /workspace/graph_utils.py:14) ]]
               ||
               ||

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

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/duckietown_challenges/cie_concrete.py", line 675, in scoring_context
    yield cie
  File "experiment_manager.py", line 444, in <module>
    wrap(cie)
  File "experiment_manager.py", line 432, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 136, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 303, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
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No reset possible
243824191Liam Paull 🇨🇦challenge-aido_LF-template-ros - Template solution using ROSaido3-LFVI-sim-testingstep1-simulationerrornoip-172-31-43-40-104970:08:58
The container "evalu [...]
The container "evaluator" exited with code 1.


Look at the logs for the container to know more about the error.
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243484162Tanli Chou 🇹🇼challenge-aido_LF-template-randomaido3-LF-sim-testingstep1-simulationhost-errornoip-172-31-43-40-104970:02:16
Error while running [...]

stderr | Pulling evaluator      ... 
stderr | Pulling simulator      ... done
stderr | 
stderr | ERROR: for scenario_maker  error pulling image configuration: Get https://docker-images-prod.s3.amazonaws.com/registry-v2/docker/registry/v2/blobs/sha256/14/144b2b41f0f3aba8d57d616c2285b894d166df2311cc64da75759e0b4db0b5b2/data?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=ASIA2KUBRXV6FO5M5DC7%2F20191021%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20191021T144733Z&X-Amz-Expires=1200&X-Amz-Security-Token=AgoJb3JpZ2luX2VjEN3%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIGZt9aD94sybO%2FHq881ekp1Fw%2FrGpnqMA3dPoP9OnYjJAiEAtdX%2BfDyHfSeGD%2BSbk9JwSyAtCouMaiJlTFsPwaSfUBwq4wMI1v%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARAAGgw3MTAwMTUwNDA4OTIiDLzFjuHnjsYo7cZLaiq3A0Z%2BjKCFIh60x1X3nW8bHHNfWLwloGopz1ukjEIfEptkJRr1PtsGs8Fsz8qVFuD07zh%2BmSyXr8Cq2A2KHqau8v%2B1O%2Fh%2BF3lVWAHjG8DHpRvqrX%2B3EpLig0lih1M%2FLGVVpMcn2TlN2Sxf8JoXRqLwCxmp1GUuRpYS1hY70zaWkcAD0k%2FxZzwsD1xNaFNJjUZTA6T5g9xjMYhhs%2BYpNMAZrW82QQDd8u53nHD5UDlZWpOlGQihTA3no4zZG43dEoAulIxuIN2uGvoMKMidDudrVhPruN%2FqY4DC%2FrlM07W47F%2Bdpv7XVEmhS55t0pKmHGvHLkgoKcfanUzDsHWEZUlrMXGiIe7aYnCq%2BjBKpjuQaqg6veAh%2BAPr0b5uhGPHnnSlEZbDvFjZjBwVPNN78vZSMB0NEOnSlPFtczHK3GAENNgdlTsOiJeK6bzAzWavo8RI1gJ%2BAIXkZNibWtquOVMZ4NKtHzm0qDzRwK%2FdJZql%2FEVNTxgYJXK8oiSrrb4GhZ0Tiev6bQfRD%2Fn%2BCQZ%2F471sRzx60J0J7PIUEwWZkOGaOIt1sfO0pVEt%2FReanEhW9LkmWFMKF%2ByisTYwr8e27QU6tAGP8TbSskpYf6xTj4WD4LpB436UhYFULzK6RY8Mz3FUDUNN71B7xv4SrK5XvHDa%2BpwyJt7BceFkMZbgB7URv0oAI6tcXEPuk6Ck8qF3EscqPOVf2QbtXzun%2FUoGiB9hgjJMDUCcp1eIhtCgynRNInOA2fK4RfAu5I%2BxeyOvESAzzFCH%2Br%2ByAOfIbH1QOYyKOqood3lM7wj%2BOMERrzzIwbpSWgmtDvH0IC3GM6jrFwY3twzkSPE%3D&X-Amz-SignedHeaders=host&X-Amz-Signature=53268660f637f998d41581a96973a73bb716d862ba70a273e9021f551721c5c0: net/http: TLS handshake timeout
stderr | 
stderr | ERROR: for solution  error pulling image configuration: Get https://docker-images-prod.s3.amazonaws.com/registry-v2/docker/registry/v2/blobs/sha256/ea/eae121449c927e05f391120a9747f0942ae4ac69d91ebc973a8348eb73cfad34/data?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=ASIA2KUBRXV6AWMDO2VW%2F20191021%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20191021T144733Z&X-Amz-Expires=1200&X-Amz-Security-Token=AgoJb3JpZ2luX2VjENv%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJGMEQCIG%2BGB6GwZqsPeBfDEMDDn4lMxQuLP4%2FaSI4gqC8Vu%2BsoAiB1N%2BkH9q4F30kVasvFdD4m6r1U0wXJnsYUmKJl2G9IACrjAwjU%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F8BEAAaDDcxMDAxNTA0MDg5MiIM5F789wPOu1Z9V6WGKrcDNqZyOEcivKXxck%2FADeeLmBylDndWDTNhldxGwRm%2FtMpEV4dLTqOd%2BwFWwhuTdayHKERnKC51jZyYqs5TqGFH1koxqp%2FDzUVD1xWUVC%2FzvjWPuShv%2BDeeEB5jnLjN00Sorr1600vKsVr7AqyjL0WPQGtq%2BzgOEMrvYWEaOBg1pKudFVcAQpCNkPgmbMWmUU7XJX4Nrf1uBAOxSi8EL1CYMAZl%2BKNF7znw6Yp%2FjyymZEmlgBsdNshls4cQQYyYq5vvs69oEo8s2yC0c7IfbWMt3NZRn8MZ2%2FlTecq6OYhRHgrteVH%2BBqmxHKiVoUwJ18sn2rU9%2Bn9%2BPu3Xwv4ieDIRH8MbHmT33U2piT0dA71N4lEEfR0mMgdvf328F2F1EzNAjqM%2FACWirzrlk6AMAyf0wHeftyduV40yWqwNoFcbKk2R7njXw9Iqq%2B3gfd3avjxOf1ku%2F6qMgxrCYbIxzJM2Zm8Uehaj10QBABMLVIux%2BeCDWXzBAblDREZFMMmtkmGKD6QUgTAbGguXezaV8JwCTDQPwjeY3RK0HLVl4JY09K3%2Flg7HONy8WLwf34V1mns47nqcgcjWiTCVkbbtBTq1AZr9WZDoAMa4beH6DkSa5kSq8uTIBPYieivt0jpNvxjeQeT9aM%2Bd3kXf6GRhiOHuYjRy9wxLye87RTegTCfK99q3q%2F4UtNP0nhxO0bIQjq5GdDH04vVhHwButqwd4tAgsrF4L1Fscs8dtODDfLJB4V%2F44r43Or1bKFWTrk0%2B4P54KwCNaNhtB2sdK0gqlUKTg%2FO10ukLEb5Oi1klIiUy624zKcq46%2FbnqHlLRiOmbbk6UZyBii0%3D&X-Amz-SignedHeaders=host&X-Amz-Signature=f9162a42b736469ffc598921ef421b694fd57dba46fb029dcde72a4df1385373: net/http: TLS handshake timeout
stderr | error pulling image configuration: Get https://docker-images-prod.s3.amazonaws.com/registry-v2/docker/registry/v2/blobs/sha256/ea/eae121449c927e05f391120a9747f0942ae4ac69d91ebc973a8348eb73cfad34/data?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=ASIA2KUBRXV6AWMDO2VW%2F20191021%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20191021T144733Z&X-Amz-Expires=1200&X-Amz-Security-Token=AgoJb3JpZ2luX2VjENv%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJGMEQCIG%2BGB6GwZqsPeBfDEMDDn4lMxQuLP4%2FaSI4gqC8Vu%2BsoAiB1N%2BkH9q4F30kVasvFdD4m6r1U0wXJnsYUmKJl2G9IACrjAwjU%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F8BEAAaDDcxMDAxNTA0MDg5MiIM5F789wPOu1Z9V6WGKrcDNqZyOEcivKXxck%2FADeeLmBylDndWDTNhldxGwRm%2FtMpEV4dLTqOd%2BwFWwhuTdayHKERnKC51jZyYqs5TqGFH1koxqp%2FDzUVD1xWUVC%2FzvjWPuShv%2BDeeEB5jnLjN00Sorr1600vKsVr7AqyjL0WPQGtq%2BzgOEMrvYWEaOBg1pKudFVcAQpCNkPgmbMWmUU7XJX4Nrf1uBAOxSi8EL1CYMAZl%2BKNF7znw6Yp%2FjyymZEmlgBsdNshls4cQQYyYq5vvs69oEo8s2yC0c7IfbWMt3NZRn8MZ2%2FlTecq6OYhRHgrteVH%2BBqmxHKiVoUwJ18sn2rU9%2Bn9%2BPu3Xwv4ieDIRH8MbHmT33U2piT0dA71N4lEEfR0mMgdvf328F2F1EzNAjqM%2FACWirzrlk6AMAyf0wHeftyduV40yWqwNoFcbKk2R7njXw9Iqq%2B3gfd3avjxOf1ku%2F6qMgxrCYbIxzJM2Zm8Uehaj10QBABMLVIux%2BeCDWXzBAblDREZFMMmtkmGKD6QUgTAbGguXezaV8JwCTDQPwjeY3RK0HLVl4JY09K3%2Flg7HONy8WLwf34V1mns47nqcgcjWiTCVkbbtBTq1AZr9WZDoAMa4beH6DkSa5kSq8uTIBPYieivt0jpNvxjeQeT9aM%2Bd3kXf6GRhiOHuYjRy9wxLye87RTegTCfK99q3q%2F4UtNP0nhxO0bIQjq5GdDH04vVhHwButqwd4tAgsrF4L1Fscs8dtODDfLJB4V%2F44r43Or1bKFWTrk0%2B4P54KwCNaNhtB2sdK0gqlUKTg%2FO10ukLEb5Oi1klIiUy624zKcq46%2FbnqHlLRiOmbbk6UZyBii0%3D&X-Amz-SignedHeaders=host&X-Amz-Signature=f9162a42b736469ffc598921ef421b694fd57dba46fb029dcde72a4df1385373: net/http: TLS handshake timeout
stderr | 
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