Job ID submission user user label challenge step status up to date evaluator date started date completed duration message 17216
2352
Andrea Censi 🇨🇭Baseline solution using imitation learning from logs aido2_LFV_r3-v4-z2
step1-simulation failed yes nutonomy-P50-5849
2019-04-13 20:29:57+00:00 2019-04-13 20:33:57+00:00 0:04:00 InvalidSubmission:
T [...] InvalidSubmission:
Traceback (most recent call last):
File "experiment_manager.py", line 285, in run_episode
r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 92, in write_topic_and_expect
ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 173, in read_one
nickname=self.nickname)
File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 254, in read_reply
others = read_until_over(fpout, timeout=timeout, nickname=nickname)
File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 282, 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 "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 274, in loop
|| handle_message_node(parsed, receiver0, context0)
|| File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 428, in handle_message_node
|| call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
|| File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/utils.py", line 18, in call_if_fun_exists
|| f(**kwargs)
|| File "imitation_agent.py", line 66, 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 "/project/graph_utils.py", line 8, in load_graph
|| graph_def.ParseFromString(f.read())
|| File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/lib/io/file_io.py", line 125, in read
|| self._preread_check()
|| File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/lib/io/file_io.py", line 85, in _preread_check
|| compat.as_bytes(self.__name), 1024 * 512, status)
|| File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/errors_impl.py", line 528, in __exit__
|| c_api.TF_GetCode(self.status.status))
|| tensorflow.python.framework.errors_impl.NotFoundError: frozen_graph.pb; No such file or directory
||
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/project/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 610, in scoring_context
yield cie
File "experiment_manager.py", line 426, in <module>
wrap(cie)
File "experiment_manager.py", line 415, in wrap
main(cie, logdir, attempts)
File "experiment_manager.py", line 128, in main
physics_dt=config.physics_dt)
File "experiment_manager.py", line 289, 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 17208
2343
Andrea Censi 🇨🇭Baseline solution using reinforcement learning aido2_LF_r3-v4-z2
step1-simulation success yes nutonomy-P50-5849
2019-04-13 19:54:11+00:00 2019-04-13 20:04:17+00:00 0:10:06 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 0.18970529359990485 survival_time_median 2.1500000000000004 deviation-center-line_median 0.04864723983061233 in-drivable-lane_median 1
other stats agent_compute-ego_max 0.09106642146443213 agent_compute-ego_mean 0.0894282239864963 agent_compute-ego_median 0.08929899105658898 agent_compute-ego_min 0.08796963324913612 deviation-center-line_max 0.44662917358641385 deviation-center-line_mean 0.12014582712639443 deviation-center-line_min 0.01645255235956436 deviation-heading_max 3.753038579223134 deviation-heading_mean 1.3717675364393092 deviation-heading_median 0.8412410809944371 deviation-heading_min 0.48283320969837074 driven_any_max 3.606813435973198 driven_any_mean 1.1428567492654893 driven_any_median 0.5176534558929295 driven_any_min 0.34195445953950854 driven_lanedir_consec_max 0.7179895084213377 driven_lanedir_consec_mean 0.27754279767637474 driven_lanedir_consec_min 0.09621080631549828 driven_lanedir_max 0.7329214366776315 driven_lanedir_mean 0.2805291833276335 driven_lanedir_median 0.18970529359990485 driven_lanedir_min 0.09621080631549828 in-drivable-lane_max 10.150000000000071 in-drivable-lane_mean 2.7900000000000142 in-drivable-lane_min 0.6000000000000002 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.5176534558929295, "sim_physics": 0.007840555767680323, "survival_time": 2.1500000000000004, "driven_lanedir": 0.18970529359990485, "sim_render-ego": 0.03505814907162688, "in-drivable-lane": 1, "agent_compute-ego": 0.09106642146443213, "deviation-heading": 0.8412410809944371, "set_robot_commands": 0.04952236109001692, "deviation-center-line": 0.04864723983061233, "driven_lanedir_consec": 0.18970529359990485, "sim_compute_sim_state": 0.020504308301349018, "sim_compute_performance-ego": 0.03578100648037223, "sim_compute_robot_state-ego": 0.0373344199601994}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.34195445953950854, "sim_physics": 0.007819148210378794, "survival_time": 1.3000000000000005, "driven_lanedir": 0.09621080631549828, "sim_render-ego": 0.03466784954071045, "in-drivable-lane": 0.6500000000000001, "agent_compute-ego": 0.08796963324913612, "deviation-heading": 0.4967637228247081, "set_robot_commands": 0.0493162045112023, "deviation-center-line": 0.01645255235956436, "driven_lanedir_consec": 0.09621080631549828, "sim_compute_sim_state": 0.02047994503608117, "sim_compute_performance-ego": 0.03557687539320726, "sim_compute_robot_state-ego": 0.03749686938065749}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 3.606813435973198, "sim_physics": 0.007418893973032634, "survival_time": 14.950000000000076, "driven_lanedir": 0.7329214366776315, "sim_render-ego": 0.034455458323160805, "in-drivable-lane": 10.150000000000071, "agent_compute-ego": 0.0885272773106893, "deviation-heading": 3.753038579223134, "set_robot_commands": 0.04998115460077922, "deviation-center-line": 0.44662917358641385, "driven_lanedir_consec": 0.7179895084213377, "sim_compute_sim_state": 0.020420645078023273, "sim_compute_performance-ego": 0.0357343594233195, "sim_compute_robot_state-ego": 0.03763945897420248}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.3464413018527576, "sim_physics": 0.008104902047377367, "survival_time": 1.3000000000000005, "driven_lanedir": 0.12558516585750157, "sim_render-ego": 0.03470020110790546, "in-drivable-lane": 0.6000000000000002, "agent_compute-ego": 0.08929899105658898, "deviation-heading": 0.48283320969837074, "set_robot_commands": 0.0494241531078632, "deviation-center-line": 0.03503696178664129, "driven_lanedir_consec": 0.12558516585750157, "sim_compute_sim_state": 0.020452636938828688, "sim_compute_performance-ego": 0.03561514157515306, "sim_compute_robot_state-ego": 0.0376359224319458}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.9014210930690534, "sim_physics": 0.008599482476711273, "survival_time": 3.1999999999999966, "driven_lanedir": 0.2582232141876313, "sim_render-ego": 0.03473540395498276, "in-drivable-lane": 1.549999999999998, "agent_compute-ego": 0.09027879685163498, "deviation-heading": 1.284961089455895, "set_robot_commands": 0.04958845302462578, "deviation-center-line": 0.05396320806874031, "driven_lanedir_consec": 0.2582232141876313, "sim_compute_sim_state": 0.020392928272485733, "sim_compute_performance-ego": 0.03679461032152176, "sim_compute_robot_state-ego": 0.0377001129090786}}set_robot_commands_max 0.04998115460077922 set_robot_commands_mean 0.04956646526689749 set_robot_commands_median 0.04952236109001692 set_robot_commands_min 0.0493162045112023 sim_compute_performance-ego_max 0.03679461032152176 sim_compute_performance-ego_mean 0.03590039863871476 sim_compute_performance-ego_median 0.0357343594233195 sim_compute_performance-ego_min 0.03557687539320726 sim_compute_robot_state-ego_max 0.0377001129090786 sim_compute_robot_state-ego_mean 0.03756135673121676 sim_compute_robot_state-ego_median 0.0376359224319458 sim_compute_robot_state-ego_min 0.0373344199601994 sim_compute_sim_state_max 0.020504308301349018 sim_compute_sim_state_mean 0.02045009272535358 sim_compute_sim_state_median 0.020452636938828688 sim_compute_sim_state_min 0.020392928272485733 sim_physics_max 0.008599482476711273 sim_physics_mean 0.007956596495036078 sim_physics_median 0.007840555767680323 sim_physics_min 0.007418893973032634 sim_render-ego_max 0.03505814907162688 sim_render-ego_mean 0.034723412399677266 sim_render-ego_median 0.03470020110790546 sim_render-ego_min 0.034455458323160805 simulation-passed 1 survival_time_max 14.950000000000076 survival_time_mean 4.580000000000014 survival_time_min 1.3000000000000005
No reset possible 17204
2341
Andrea Censi 🇨🇭Minimal agent (Python 2) aido2_LFV_r3-v4-z2
step1-simulation success yes nutonomy-P50-5849
2019-04-13 19:15:03+00:00 2019-04-13 19:24:24+00:00 0:09:21 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 1.2501898935829012 survival_time_median 2.6499999999999986 deviation-center-line_median 0.02537368915309797 in-drivable-lane_median 0.4999999999999982
other stats agent_compute-ego_max 0.034054472761334116 agent_compute-ego_mean 0.03297297818716389 agent_compute-ego_median 0.03283449388899893 agent_compute-ego_min 0.032048788937655365 deviation-center-line_max 0.03472425682418009 deviation-center-line_mean 0.026347234341453415 deviation-center-line_min 0.020890767023363815 deviation-heading_max 0.20304552908957563 deviation-heading_mean 0.19365741902006536 deviation-heading_median 0.2030454232515352 deviation-heading_min 0.1784042009688801 driven_any_max 2.7599999999999936 driven_any_mean 1.7039999999999988 driven_any_median 1.59 driven_any_min 0.9900000000000012 driven_lanedir_consec_max 2.526717455318104 driven_lanedir_consec_mean 1.3866776713319673 driven_lanedir_consec_min 0.6561020726944444 driven_lanedir_max 2.526717455318104 driven_lanedir_mean 1.3866776713319673 driven_lanedir_median 1.2501898935829012 driven_lanedir_min 0.6561020726944444 in-drivable-lane_max 0.5000000000000004 in-drivable-lane_mean 0.4699999999999987 in-drivable-lane_min 0.34999999999999876 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.9900000000000012, "sim_physics": 0.012851642839836351, "survival_time": 1.6500000000000008, "driven_lanedir": 0.6561020726944444, "sim_render-ego": 0.03527104493343469, "in-drivable-lane": 0.5000000000000004, "agent_compute-ego": 0.032048788937655365, "deviation-heading": 0.18074641270076017, "set_robot_commands": 0.05010271794868238, "deviation-center-line": 0.020890767023363815, "driven_lanedir_consec": 0.6561020726944444, "sim_compute_sim_state": 0.02157818909847375, "sim_compute_performance-ego": 0.03633637139291474, "sim_compute_robot_state-ego": 0.03677456306688713, "sim_compute_robot_state-npc0": 0.03684366110599402, "sim_compute_robot_state-npc1": 0.03736928015044241, "sim_compute_robot_state-npc2": 0.036878015055800926, "sim_compute_robot_state-npc3": 0.03714712460835775}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 2.7599999999999936, "sim_physics": 0.01501443334247755, "survival_time": 4.599999999999992, "driven_lanedir": 2.526717455318104, "sim_render-ego": 0.03518798558608345, "in-drivable-lane": 0.34999999999999876, "agent_compute-ego": 0.0321101364882096, "deviation-heading": 0.1784042009688801, "set_robot_commands": 0.05043746077496072, "deviation-center-line": 0.03472425682418009, "driven_lanedir_consec": 2.526717455318104, "sim_compute_sim_state": 0.021138074605361275, "sim_compute_performance-ego": 0.03640729966370956, "sim_compute_robot_state-ego": 0.03743188277534817, "sim_compute_robot_state-npc0": 0.03669868603996609, "sim_compute_robot_state-npc1": 0.03740882096083268, "sim_compute_robot_state-npc2": 0.03682351889817611, "sim_compute_robot_state-npc3": 0.03683323186376821}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 1.59, "sim_physics": 0.013634407295371, "survival_time": 2.6499999999999986, "driven_lanedir": 1.2501898935829012, "sim_render-ego": 0.035291847193016194, "in-drivable-lane": 0.4999999999999982, "agent_compute-ego": 0.03283449388899893, "deviation-heading": 0.20304552908957563, "set_robot_commands": 0.05057976830680416, "deviation-center-line": 0.02537368915309797, "driven_lanedir_consec": 1.2501898935829012, "sim_compute_sim_state": 0.02119085023987968, "sim_compute_performance-ego": 0.03613907886001299, "sim_compute_robot_state-ego": 0.03762416119845408, "sim_compute_robot_state-npc0": 0.03614511579837439, "sim_compute_robot_state-npc1": 0.03800950410231104, "sim_compute_robot_state-npc2": 0.036954321951236366, "sim_compute_robot_state-npc3": 0.03652617616473504}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 1.59, "sim_physics": 0.013662225795242022, "survival_time": 2.6499999999999986, "driven_lanedir": 1.2501898935829012, "sim_render-ego": 0.03497549722779472, "in-drivable-lane": 0.4999999999999982, "agent_compute-ego": 0.034054472761334116, "deviation-heading": 0.20304552908957563, "set_robot_commands": 0.050734038622874136, "deviation-center-line": 0.02537368915309797, "driven_lanedir_consec": 1.2501898935829012, "sim_compute_sim_state": 0.021348318963680623, "sim_compute_performance-ego": 0.03609127368567125, "sim_compute_robot_state-ego": 0.037706487583664225, "sim_compute_robot_state-npc0": 0.03632437058214871, "sim_compute_robot_state-npc1": 0.03771563745894522, "sim_compute_robot_state-npc2": 0.03709770148655154, "sim_compute_robot_state-npc3": 0.036805665717934664}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 1.59, "sim_physics": 0.013768470512246186, "survival_time": 2.6499999999999986, "driven_lanedir": 1.2501890414814851, "sim_render-ego": 0.035286039676306384, "in-drivable-lane": 0.4999999999999982, "agent_compute-ego": 0.033816998859621444, "deviation-heading": 0.2030454232515352, "set_robot_commands": 0.05115490589501723, "deviation-center-line": 0.02537376955352725, "driven_lanedir_consec": 1.2501890414814851, "sim_compute_sim_state": 0.021150332576823683, "sim_compute_performance-ego": 0.03640013370873793, "sim_compute_robot_state-ego": 0.037408959190800506, "sim_compute_robot_state-npc0": 0.03665736936173349, "sim_compute_robot_state-npc1": 0.03771043273637879, "sim_compute_robot_state-npc2": 0.037285530342246, "sim_compute_robot_state-npc3": 0.03699579778707252}}set_robot_commands_max 0.05115490589501723 set_robot_commands_mean 0.05060177830966772 set_robot_commands_median 0.05057976830680416 set_robot_commands_min 0.05010271794868238 sim_compute_performance-ego_max 0.03640729966370956 sim_compute_performance-ego_mean 0.03627483146220929 sim_compute_performance-ego_median 0.03633637139291474 sim_compute_performance-ego_min 0.03609127368567125 sim_compute_robot_state-ego_max 0.037706487583664225 sim_compute_robot_state-ego_mean 0.037389210763030825 sim_compute_robot_state-ego_median 0.03743188277534817 sim_compute_robot_state-ego_min 0.03677456306688713 sim_compute_robot_state-npc0_max 0.03684366110599402 sim_compute_robot_state-npc0_mean 0.03653384057764335 sim_compute_robot_state-npc0_median 0.03665736936173349 sim_compute_robot_state-npc0_min 0.03614511579837439 sim_compute_robot_state-npc1_max 0.03800950410231104 sim_compute_robot_state-npc1_mean 0.03764273508178203 sim_compute_robot_state-npc1_median 0.03771043273637879 sim_compute_robot_state-npc1_min 0.03736928015044241 sim_compute_robot_state-npc2_max 0.037285530342246 sim_compute_robot_state-npc2_mean 0.037007817546802185 sim_compute_robot_state-npc2_median 0.036954321951236366 sim_compute_robot_state-npc2_min 0.03682351889817611 sim_compute_robot_state-npc3_max 0.03714712460835775 sim_compute_robot_state-npc3_mean 0.036861599228373634 sim_compute_robot_state-npc3_median 0.03683323186376821 sim_compute_robot_state-npc3_min 0.03652617616473504 sim_compute_sim_state_max 0.02157818909847375 sim_compute_sim_state_mean 0.0212811530968438 sim_compute_sim_state_median 0.02119085023987968 sim_compute_sim_state_min 0.021138074605361275 sim_physics_max 0.01501443334247755 sim_physics_mean 0.01378623595703462 sim_physics_median 0.013662225795242022 sim_physics_min 0.012851642839836351 sim_render-ego_max 0.035291847193016194 sim_render-ego_mean 0.03520248292332709 sim_render-ego_median 0.03527104493343469 sim_render-ego_min 0.03497549722779472 simulation-passed 1 survival_time_max 4.599999999999992 survival_time_mean 2.8399999999999976 survival_time_min 1.6500000000000008
No reset possible 17196
2322
Bhairav Mehta Baseline solution using imitation learning from logs aido2_LF_r2-v4
step1-simulation success yes nutonomy-P50-5849
2019-04-12 09:34:56+00:00 2019-04-12 09:45:29+00:00 0:10:33 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 0.32213713493258966 survival_time_median 5.349999999999989 deviation-center-line_median 0.10947866131513168 in-drivable-lane_median 2.549999999999994
other stats agent_compute-ego_max 0.08707147059233292 agent_compute-ego_mean 0.08491525548362211 agent_compute-ego_median 0.084543350537618 agent_compute-ego_min 0.08337404794782122 deviation-center-line_max 0.30943856151569576 deviation-center-line_mean 0.13558784946922783 deviation-center-line_min 0.05474306385624051 deviation-heading_max 5.845225846718547 deviation-heading_mean 3.1290424969605697 deviation-heading_median 2.2367740589508944 deviation-heading_min 0.8872721522108287 driven_any_max 2.668518652355622 driven_any_mean 1.4397422331748193 driven_any_median 1.0279164629042528 driven_any_min 0.4524014048252397 driven_lanedir_consec_max 0.7452268851592021 driven_lanedir_consec_mean 0.414186975114613 driven_lanedir_consec_min 0.1643975632198682 driven_lanedir_max 0.7452268851592021 driven_lanedir_mean 0.414186975114613 driven_lanedir_median 0.32213713493258966 driven_lanedir_min 0.1643975632198682 in-drivable-lane_max 7.900000000000046 in-drivable-lane_mean 4.100000000000016 in-drivable-lane_min 1.1499999999999997 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.4775303713478112, "sim_physics": 0.00206688176030698, "survival_time": 2.3, "driven_lanedir": 0.1643975632198682, "sim_render-ego": 0.03266474993332573, "in-drivable-lane": 1.1499999999999997, "agent_compute-ego": 0.08707147059233292, "deviation-heading": 0.8872721522108287, "set_robot_commands": 0.04658510892287544, "deviation-center-line": 0.05474306385624051, "driven_lanedir_consec": 0.1643975632198682, "sim_compute_sim_state": 0.018944740295410156, "sim_compute_performance-ego": 0.033800975136134934, "sim_compute_robot_state-ego": 0.24329155942668085}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 1.0279164629042528, "sim_physics": 0.001524526382161078, "survival_time": 5.349999999999989, "driven_lanedir": 0.32213713493258966, "sim_render-ego": 0.032695790317571055, "in-drivable-lane": 2.549999999999994, "agent_compute-ego": 0.08337404794782122, "deviation-heading": 2.2367740589508944, "set_robot_commands": 0.04773833372882594, "deviation-center-line": 0.10947866131513168, "driven_lanedir_consec": 0.32213713493258966, "sim_compute_sim_state": 0.01904997424544575, "sim_compute_performance-ego": 0.03389539005600403, "sim_compute_robot_state-ego": 0.04089099001661639}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.4524014048252397, "sim_physics": 0.0015138105912642045, "survival_time": 2.7499999999999982, "driven_lanedir": 0.1691852145557844, "sim_render-ego": 0.03228483200073242, "in-drivable-lane": 1.299999999999999, "agent_compute-ego": 0.08528193994001909, "deviation-heading": 1.0670422529827466, "set_robot_commands": 0.04696846008300781, "deviation-center-line": 0.05799695215306621, "driven_lanedir_consec": 0.1691852145557844, "sim_compute_sim_state": 0.019180883060802113, "sim_compute_performance-ego": 0.03395423022183505, "sim_compute_robot_state-ego": 0.04128106724132191}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 2.668518652355622, "sim_physics": 0.0015081477165222168, "survival_time": 14.950000000000076, "driven_lanedir": 0.7452268851592021, "sim_render-ego": 0.032754600048065186, "in-drivable-lane": 7.600000000000039, "agent_compute-ego": 0.084543350537618, "deviation-heading": 5.845225846718547, "set_robot_commands": 0.047044765949249265, "deviation-center-line": 0.30943856151569576, "driven_lanedir_consec": 0.7452268851592021, "sim_compute_sim_state": 0.01911054372787475, "sim_compute_performance-ego": 0.03411301851272583, "sim_compute_robot_state-ego": 0.0403946590423584}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 2.572344274441171, "sim_physics": 0.0015049473444620769, "survival_time": 14.950000000000076, "driven_lanedir": 0.6699880777056206, "sim_render-ego": 0.03347188154856364, "in-drivable-lane": 7.900000000000046, "agent_compute-ego": 0.08430546840031941, "deviation-heading": 5.608898173939833, "set_robot_commands": 0.046942893664042154, "deviation-center-line": 0.1462820085060051, "driven_lanedir_consec": 0.6699880777056206, "sim_compute_sim_state": 0.01910713275273641, "sim_compute_performance-ego": 0.0338070011138916, "sim_compute_robot_state-ego": 0.04029829422632853}}set_robot_commands_max 0.04773833372882594 set_robot_commands_mean 0.04705591246960013 set_robot_commands_median 0.04696846008300781 set_robot_commands_min 0.04658510892287544 sim_compute_performance-ego_max 0.03411301851272583 sim_compute_performance-ego_mean 0.03391412300811829 sim_compute_performance-ego_median 0.03389539005600403 sim_compute_performance-ego_min 0.033800975136134934 sim_compute_robot_state-ego_max 0.24329155942668085 sim_compute_robot_state-ego_mean 0.08123131399066122 sim_compute_robot_state-ego_median 0.04089099001661639 sim_compute_robot_state-ego_min 0.04029829422632853 sim_compute_sim_state_max 0.019180883060802113 sim_compute_sim_state_mean 0.01907865481645384 sim_compute_sim_state_median 0.01910713275273641 sim_compute_sim_state_min 0.018944740295410156 sim_physics_max 0.00206688176030698 sim_physics_mean 0.0016236627589433113 sim_physics_median 0.0015138105912642045 sim_physics_min 0.0015049473444620769 sim_render-ego_max 0.03347188154856364 sim_render-ego_mean 0.0327743707696516 sim_render-ego_median 0.032695790317571055 sim_render-ego_min 0.03228483200073242 simulation-passed 1 survival_time_max 14.950000000000076 survival_time_mean 8.060000000000027 survival_time_min 2.3
No reset possible 17195
2269
Andrea Censi 🇨🇭Solution template aido2_LFV_r1-v4
step1-simulation success yes nutonomy-P50-5849
2019-04-12 09:24:40+00:00 2019-04-12 09:34:36+00:00 0:09:56 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 0.8516119779536884 survival_time_median 3.399999999999996 deviation-center-line_median 0.16534908678864438 in-drivable-lane_median 1.3499999999999952
other stats agent_compute-ego_max 0.07784560831581674 agent_compute-ego_mean 0.07674517092218858 agent_compute-ego_median 0.07661713123321533 agent_compute-ego_min 0.07609593517640058 deviation-center-line_max 0.2078435673968125 deviation-center-line_mean 0.15835662027727432 deviation-center-line_min 0.1128230942788872 deviation-heading_max 0.3886055345167397 deviation-heading_mean 0.352177996344455 deviation-heading_median 0.37092376484647793 deviation-heading_min 0.30707254041461957 driven_any_max 1.4782765184420794 driven_any_mean 1.1315473506196985 driven_any_median 1.0097725221691731 driven_any_min 0.9477327875430378 driven_lanedir_consec_max 0.9654696798546664 driven_lanedir_consec_mean 0.7930140409285634 driven_lanedir_consec_min 0.5879893173150568 driven_lanedir_max 0.9654696798546664 driven_lanedir_mean 0.7930140409285634 driven_lanedir_median 0.8516119779536884 driven_lanedir_min 0.5879893173150568 in-drivable-lane_max 2.0499999999999927 in-drivable-lane_mean 1.079999999999996 in-drivable-lane_min 0 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 1.0097725221691731, "sim_physics": 0.0014883840785307042, "survival_time": 3.399999999999996, "driven_lanedir": 0.5879893173150568, "sim_render-ego": 0.03229585465262918, "in-drivable-lane": 1.3499999999999952, "agent_compute-ego": 0.07609593517640058, "deviation-heading": 0.3886055345167397, "set_robot_commands": 0.0468600778018727, "deviation-center-line": 0.1128230942788872, "driven_lanedir_consec": 0.5879893173150568, "sim_compute_sim_state": 0.01933014743468341, "sim_compute_performance-ego": 0.03316322494955624, "sim_compute_robot_state-ego": 0.1742765552857343, "sim_compute_robot_state-npc0": 0.03383796355303596, "sim_compute_robot_state-npc1": 0.033666253089904785, "sim_compute_robot_state-npc2": 0.03331696285920985, "sim_compute_robot_state-npc3": 0.034003177109886616}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.9477327875430378, "sim_physics": 0.00147662843976702, "survival_time": 3.149999999999997, "driven_lanedir": 0.941649338159904, "sim_render-ego": 0.032148066021147226, "in-drivable-lane": 0, "agent_compute-ego": 0.0761784901694646, "deviation-heading": 0.31560468369522693, "set_robot_commands": 0.048674541806417795, "deviation-center-line": 0.18553797137348788, "driven_lanedir_consec": 0.941649338159904, "sim_compute_sim_state": 0.019044066232348247, "sim_compute_performance-ego": 0.03303179286775135, "sim_compute_robot_state-ego": 0.04696793783278693, "sim_compute_robot_state-npc0": 0.03390540773906405, "sim_compute_robot_state-npc1": 0.03387663856385246, "sim_compute_robot_state-npc2": 0.03354861622764951, "sim_compute_robot_state-npc3": 0.0338921206338065}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.9705553879075428, "sim_physics": 0.0014925699967604418, "survival_time": 3.2499999999999964, "driven_lanedir": 0.9654696798546664, "sim_render-ego": 0.03267601453340971, "in-drivable-lane": 0, "agent_compute-ego": 0.07698868971604567, "deviation-heading": 0.30707254041461957, "set_robot_commands": 0.04708235080425556, "deviation-center-line": 0.2078435673968125, "driven_lanedir_consec": 0.9654696798546664, "sim_compute_sim_state": 0.01925233327425443, "sim_compute_performance-ego": 0.03334333346440242, "sim_compute_robot_state-ego": 0.045502350880549505, "sim_compute_robot_state-npc0": 0.03423765989450308, "sim_compute_robot_state-npc1": 0.033864322075477016, "sim_compute_robot_state-npc2": 0.03408212661743164, "sim_compute_robot_state-npc3": 0.03418309138371394}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 1.251399537036658, "sim_physics": 0.0015163392555422898, "survival_time": 4.099999999999993, "driven_lanedir": 0.6183498913595016, "sim_render-ego": 0.032454237705323755, "in-drivable-lane": 1.999999999999993, "agent_compute-ego": 0.07784560831581674, "deviation-heading": 0.37092376484647793, "set_robot_commands": 0.04703559235828679, "deviation-center-line": 0.1202293815485396, "driven_lanedir_consec": 0.6183498913595016, "sim_compute_sim_state": 0.018847878386334675, "sim_compute_performance-ego": 0.03348624124759581, "sim_compute_robot_state-ego": 0.04598733564702476, "sim_compute_robot_state-npc0": 0.034089989778472156, "sim_compute_robot_state-npc1": 0.03418122268304592, "sim_compute_robot_state-npc2": 0.033742919200804175, "sim_compute_robot_state-npc3": 0.03415329281876727}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 1.4782765184420794, "sim_physics": 0.001489152908325195, "survival_time": 4.99999999999999, "driven_lanedir": 0.8516119779536884, "sim_render-ego": 0.032926230430603026, "in-drivable-lane": 2.0499999999999927, "agent_compute-ego": 0.07661713123321533, "deviation-heading": 0.3786834582492112, "set_robot_commands": 0.04689417600631714, "deviation-center-line": 0.16534908678864438, "driven_lanedir_consec": 0.8516119779536884, "sim_compute_sim_state": 0.018718361854553223, "sim_compute_performance-ego": 0.03381145000457764, "sim_compute_robot_state-ego": 0.045608196258544925, "sim_compute_robot_state-npc0": 0.03428448677062988, "sim_compute_robot_state-npc1": 0.03380059957504272, "sim_compute_robot_state-npc2": 0.03362334728240967, "sim_compute_robot_state-npc3": 0.03364476680755615}}set_robot_commands_max 0.048674541806417795 set_robot_commands_mean 0.04730934775543 set_robot_commands_median 0.04703559235828679 set_robot_commands_min 0.0468600778018727 sim_compute_performance-ego_max 0.03381145000457764 sim_compute_performance-ego_mean 0.03336720850677669 sim_compute_performance-ego_median 0.03334333346440242 sim_compute_performance-ego_min 0.03303179286775135 sim_compute_robot_state-ego_max 0.1742765552857343 sim_compute_robot_state-ego_mean 0.07166847518092809 sim_compute_robot_state-ego_median 0.04598733564702476 sim_compute_robot_state-ego_min 0.045502350880549505 sim_compute_robot_state-npc0_max 0.03428448677062988 sim_compute_robot_state-npc0_mean 0.034071101547141026 sim_compute_robot_state-npc0_median 0.034089989778472156 sim_compute_robot_state-npc0_min 0.03383796355303596 sim_compute_robot_state-npc1_max 0.03418122268304592 sim_compute_robot_state-npc1_mean 0.03387780719746458 sim_compute_robot_state-npc1_median 0.033864322075477016 sim_compute_robot_state-npc1_min 0.033666253089904785 sim_compute_robot_state-npc2_max 0.03408212661743164 sim_compute_robot_state-npc2_mean 0.03366279443750097 sim_compute_robot_state-npc2_median 0.03362334728240967 sim_compute_robot_state-npc2_min 0.03331696285920985 sim_compute_robot_state-npc3_max 0.03418309138371394 sim_compute_robot_state-npc3_mean 0.033975289750746096 sim_compute_robot_state-npc3_median 0.034003177109886616 sim_compute_robot_state-npc3_min 0.03364476680755615 sim_compute_sim_state_max 0.01933014743468341 sim_compute_sim_state_mean 0.019038557436434796 sim_compute_sim_state_median 0.019044066232348247 sim_compute_sim_state_min 0.018718361854553223 sim_physics_max 0.0015163392555422898 sim_physics_mean 0.00149261493578513 sim_physics_median 0.001489152908325195 sim_physics_min 0.00147662843976702 sim_render-ego_max 0.032926230430603026 sim_render-ego_mean 0.03250008066862258 sim_render-ego_median 0.032454237705323755 sim_render-ego_min 0.032148066021147226 simulation-passed 1 survival_time_max 4.99999999999999 survival_time_mean 3.779999999999995 survival_time_min 3.149999999999997
No reset possible 17194
2324
Nikhil Khedekar 🇮🇳PredictorLast aido2-PRED
step1-simulation success no nutonomy-P50-5849
2019-04-12 09:23:21+00:00 2019-04-12 09:24:25+00:00 0:01:04 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
error_L1 0.12845524379625448 error_L2 0.02416102881566029
No reset possible